Thursday, February 19, 2026

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The best way to Get AI to Advocate and Cite Your Healthcare Model

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How do healthcare organizations keep seen and trusted as search shifts from clicks to AI-generated solutions?

On this week’s podcast, Stewart Gandolf sits down with Duane Forrester. Within the phrases of Ron Burgundy, Duane is sort of an enormous deal. He’s the previous Microsoft chief behind Bing Webmaster Instruments and Schema.org, in addition to a famend search and AI discovery strategist and writer of the brand new ebook The Machine Layer. Duane and Stewart are joined by Brandon Schakola, Senior Director of Digital Providers at Healthcare Success.

Collectively, they unpack what “AI visibility” actually means, why conventional search engine optimization metrics are not sufficient, and the way healthcare organizations should rethink discovery as AI techniques more and more summarize, cite and reply on behalf of manufacturers.

Drawing on a long time of search management and hands-on healthcare digital technique, the dialog strikes past concept into sensible frameworks for measuring, influencing and defending model presence within the machine layer.

Perceive what AI visibility truly is
Find out how discovery has shifted from ranked blue hyperlinks to machine-generated solutions—and why healthcare manufacturers should optimize for quotation, summarization and belief indicators, not simply clicks.

Make AI discovery measurable and actionable
Discover tips on how to transfer past self-importance metrics and monitor actual visibility throughout AI Overviews, LLMs and reply engines.

Shield belief in a zero-click atmosphere
Uncover why schema, entity readability and constant model indicators are important as AI techniques resolve which healthcare organizations to reference—or ignore. If you happen to’re liable for healthcare development, digital technique or model safety in 2026 and past, this episode is a must-listen.

Word: The next AI-generated transcript is offered as an extra useful resource for individuals who favor to not take heed to the podcast recording. It has been frivolously edited and reviewed for readability and accuracy.

Learn the Full Transcript

Stewart Gandolf (Healthcare Success): Hiya everybody welcome to the Healthcare Success podcast immediately goes to be a enjoyable one. To begin with I wish to introduce Duane Forrester. Hello Duane. Hey and likewise Brandon Schakola, who’s head of our digital division in Healthcare Success. HI once more, Brandon. Have not seen you for, what, two minutes earlier than? So anyway, I am glad to have you ever guys each right here.

So immediately I am tremendous enthusiastic about. I do know it’ll be enjoyable as a result of we have been speaking about guitars offline and search engine optimization geek stuff. It ought to be quite a lot of enjoyable as we get into this. This particular podcast was precipitated by a dialogue internally the place Duane’s ebook, The Machine Layer, there’s the plug. One plug.

Duane Forrester (duaneforrester.com): Thanks, sir.

Stewart Gandolf (Healthcare Success): …with one thing we had been evaluating notes about and we love these things. And we have now quite a lot of search engine optimization geeks at Healthcare Success. So we have now a mutual admiration society, I feel. And it seems, like, a good variety of my crew know Duane, both very effectively or not less than tangentially. So we thought we might invite him. And he stated, sure, whereas we had been on the decision, by the best way. We had been speaking about Duane, and he agreed to do it whereas we’re nonetheless speaking about it. So tremendous glad to have you ever. Duane, we’ll ask you a bunch of questions, after which I will be including some shade commentary in addition to Brandon.

To begin with, I do know that you simply’re—give a bit of little bit of background on you, your ebook, what it is for, possibly trace on the secret tremendous uber secret with out making a gift of the key venture you are engaged on. Inform our listeners a bit of bit about you.

Duane Forrester (duaneforrester.com): Yeah. So for listeners who aren’t acquainted, I have been within the trade some time. I initially constructed and launched Webmaster Instruments. I used to be one of many individuals who launched schema.org, spent a decade at Microsoft, ran Bruce Clay for some time after that, so I’ve some direct company expertise, ended up at Yext previous to the IPO, labored with them for seven and a half years, and for a few yr and a half now, I’ve simply been out alone.

And through that point, clearly, AI has been an enormous a part of every little thing we discuss. And reply platform, reply engine, all of this stuff. I am not nervous an excessive amount of on what we’re calling this stuff, but it surely did happen to me that we’re most likely not leaning in fairly sufficient as an trade. And not less than projecting my very own self two years in the past at the moment I knew I wasn’t.

And so then I believed, okay, effectively, I’ve to lean in additional. I’ve to embrace this. I’ve to be taught from it. I’ve to search out methods to take advantage of it as a result of search engine optimization, It is hardwired, genetic, I suppose.

And that sort of began the trail to the ebook. Now, I’ve already written two books in my profession with McGraw Hill as my writer. And so the concept of writing a ebook may be very easy to me. There is a course of to it. I do know what that’s. And you may go forward and do it. And so I wasn’t actually nervous in regards to the writing of the ebook. I used to be extra nervous in regards to the positioning and the “why” behind the positioning.

As a result of you’ll be able to take any subject and you’ll apply the method and provide you with, on this case, it was like 65,000 phrases, and you have got a enterprise ebook. There it’s. Whether or not it is a ebook that addresses a necessity or is utilitarian sufficient to be valued are very various things.

If you work with a writer, they will provide you with steering. They’ll let you know, “We wish it right now. That is what we’re searching for.” The envelope is outlined for you.

So for this ebook, I made a decision I’d self-publish. And it was much more work, however I am grateful for the issues I’ve realized, and also you guys see the product that we now have. So this product was in the end, as I realized about all of this stuff, this ebook was a method to go from fearing one thing to embracing it, primarily. And that arc is a core theme all through the ebook, okay? The concept of, “I worry that AI will negatively influence my profession” to “listed below are methods to make use of it to positively develop your profession.”

So we go from that sort of like, “I am alone; I am in the dead of night; I am actually unsure right here how that is going to influence me” to, “I’ve frameworks, I’ve concepts, I’ve a method to be taught, I’ve processes, I’ve data,” so that you, the search engine optimization, who’ve been that skilled that everybody in your organization has come to as a result of you already know this darkish artwork of search engine optimization, you stay that very same individual inside this new world of LLMs and AI and so forth.

In order that was actually what the ebook sort of got here all the way down to for me. After which all through all of that, you be taught all these various things that matter. And it occurred to me, the metrics we had been monitoring weren’t the correct ones. And that belief has a special degree to play on this as a result of in conventional search outcomes, and this has been tried and examined within the courts as effectively, the engine just isn’t liable for your conduct as a client after you click on on a outcome they gave you.

So, listing of hyperlinks. I, as the buyer, resolve what I will click on with, what I will work together with, after which my conduct after that’s completely as much as me. Distinction that with one thing like an LLM that gathers the world’s data on a subject. You ask your query, after which the knowledge that you simply get again is the synthesis of the entire world’s knowledge utilized in opposition to your query, primarily creating a singular reply in that occasion.

And if that reply results in a conduct that is detrimental, does the enterprise itself maintain legal responsibility in your conduct? It is a vastly completely different world, and that is being examined proper now in methods. Open AI has some open litigation. And that is a really actual factor immediately.

So this idea of belief and what it means is sort of a bit extra nuanced than what we had been used to with E-E-A-T, proper? That’s foundational, however there’s much more at play right here. And it begins to play into “Why is my content material that ranks effectively not getting chosen for a solution?”

Stewart Gandolf (Healthcare Success): In order that’s intriguing. And Brandon will most likely throw just a few feedback a bit of bit later about, primary, that we for certain are embracing AI for our personal processes, proper? Not solely when it comes to the, as a result of we’re ready to take action far more now to learn our purchasers. It is not one thing we’re fearing we’re leaning into it.

And I do not know, Brandon, do you’ve a fast touch upon that as a result of that is similar to the place we stay.

Brandon Schakola (Healthcare Success): Yeah, and I feel, you already know—choosing up on on what Duane was simply saying within the well being care trade—we’re rendering a Your Cash or Your Life trade, and the probabilities of hallucination are so extremely excessive and it is also  one of many areas that obtained impacted essentially the most when AI Overviews began rolling out and we had been advised to place glue in our pizzas as a result of that is what you do.

I think about if that is a few of like surgical process or a life disaster second for somebody. And I feel you’ve got most likely seen this your self, simply navigating that danger layer, which is now far more current in our lives, together with this existential disaster us SEOs have been all going by means of over the previous two years or extra, it is induced a significant shift in our pondering as to how we’re approaching these issues, proper?

How can we steer these massive language fashions to have much less hallucinations when we have to? And I feel that is a important query for us to reply.

Duane Forrester (duaneforrester.com): I used to be going to say, I speak a bit of bit about that within the ebook, and I discuss it clearly on my Substack, however it’s a important factor, Brandon.

The businesses themselves are actively engaged on this. You may dial an LLM all the way down to just about know of you hallucinations, proper? Like you are able to do that. Sadly, what it means is you’ll instantly lose persona. So if that is why you are utilizing one in every of these platforms, that may go away.

It is not why I take advantage of the platforms, but it surely’s part of that have that will get dialed out once you dial down hallucinations. I feel a very powerful method to dial again the hallucinations is to slim the scope of the LLM, which you will be pondering, “Oh, okay, effectively, in case you give me a healthcare LLM, that is a narrowed scope. You really want to know the ideas of scale right here, proper? Scale manner past what you’re pondering of, so coping with a billion lively customers a day is what OpenAI is going through proper now.

After which the opposite model of scale, which is the tiny, minute model of scale, which is—it’s not healthcare. That isn’t sufficiently small to restrict hallucinations since you can provide it quite a lot of data inside well being care and it’ll simply decide and select and say, “Right here you go,” like you’ve a toenail in your brow. And also you’re similar to, “No, I do not.” And there it’s.

However in case you truly take all of it the best way down into the area of interest the place we’re solely speaking about bone marrow and the one data that it will probably feed on is about bone marrow and particularly associated to the reply to the query you are asking, you’ll not get hallucinations. It’ll come again to you reliably.

However you may also perceive how we have cut up the hair so finely which you could now not use that LLM in another circumstance. So you’ve got taken ChatGPT, primarily, and stated “You may reply one query and one query solely” and it will likely be excellent, however in case you try anything it is only a mess. It is like a moose on a skating rink; it is simply in every single place.

Stewart Gandolf (Healthcare Success): That visible on my thoughts that is fairly good. I’ve by no means heard…

Duane Forrester (duaneforrester.com): You are welcome.

Stewart Gandolf (Healthcare Success): I’ve by no means heard that metaphor earlier than.

I feel that earlier than I bounce into the following factor, I simply wish to add on our remark too. So that you talked about earlier, Duane, about, you already know, it is pulling from in every single place, proper, and so that is the problem for us. And once we speak to purchasers and potential purchasers lots, I all the time discuss, “Okay effectively it was a technical search engine optimization mattered—it issues now, however otherwise—and content material mattered. It issues now otherwise, however then native after which popularity after which breaking it down we spend quite a lot of time speaking about PR or digital PR and model, so it is sort of like you must be in every single place and now do all these things in another way and it is like, it is infinite.

Aside from that, it is a straightforward problem to do.

Duane Forrester (duaneforrester.com): Look, I will let you know this. You guys have been round lengthy sufficient to recollect Y2K. For listeners unfamiliar with it, it’s best to go perform a little little bit of dredging round on that specific horror that’s in 1999, that turned out to be a big nothing burger.

I am not going to say there was no work concerned. There was, but it surely actually wasn’t the hype that we thought it was going to be. And I believe that quite a lot of the, “I worry AI is coming for my search engine optimization job” goes to fall into that bucket over the following couple of years.

Guidelines SEOs are going to have a tough time as a result of they are going to be given new checklists. These checklists are going to require precise hands-on work based mostly on information and expertise. And if you do not have that, you are going to fall right into a gap.

Nonetheless, I feel for practitioners who’ve been paying consideration and who way back obtained the memo of high quality and trustworthiness and also you dot all of the I’s, cross all of the T’s, be sure to’re utilizing commas the place you are speculated to, that sort of pedantic strategy to every little thing, these folks, these approaches are going to face the take a look at of time right here as a result of these techniques want that data.

There’s every kind of dialog on the market once you get into it in regards to the LLMs at the moment are coaching on artificial knowledge as a result of they’ve gone by means of humanity’s knowledge and when you do not produce data quick sufficient to fill their wants.

That sort of would not matter. That’s the distinction between a daily typewriter and I noticed a video yesterday. Any individual created, they took an electrical typewriter and created a Claude interface with it so they might kind their query on the typewriter after which Claude would kind the reply again on the typewriter to them. And I am like, wow, and no.

Brandon Schakola (Healthcare Success): It is about as ridiculous as this complete Claudebot, Moltbot factor.

Duane Forrester (duaneforrester.com): Proper, precisely.

Brandon Schakola (Healthcare Success): It’s bonkers.

Duane Forrester (duaneforrester.com): Sure. Somebody requested me about it, and I used to be like, “not well worth the oxygen that we’re utilizing to debate it, as a result of it would not assist anybody resolve a enterprise drawback.” The issue with the typewriter is you are still working with a single sheet of paper. So, you already know, one query, and also you’re achieved. Like, you run out of paper, and that is it. And I am like, “Okay, effectively, it is cool that you simply did that. Like, I, you already know, factors to you, proper? Like, I would love to return over for dinner one night time and have a look at this factor.”  However that doesn’t change something.

Stewart Gandolf (Healthcare Success): I wish to bounce in and interrupt on that one since you simply keyed into the following query that I needed to ask. So excited about all of the hype in AI and all these various things we’re speaking about—that are enjoyable—however, in plain language, what’s the change that the enterprise leaders want to essentially perceive? What’s the large image to assist deliver us to that?

Duane Forrester (duaneforrester.com): So initially, there are new metrics that must exist. I’ve outlined them a bunch of occasions. You guys have learn them within the ebook. I’ve obtained a Substack about them as effectively. After which, frankly, if folks wish to use these metrics, that is nice. In the event that they provide you with their very own, that is fantastic.

The purpose right here is you have to look past conventional search metrics to be able to clarify conduct and have a look at what’s taking place. And even the very best performers, the way you carry out in an LLM reply atmosphere is vastly completely different than what you are used to.

So for one factor, I feel in case you’re a CEO, you’d higher wrap your head round this concept that it isn’t rational to go and ask ChatGPT and count on to see your model as a part of that reply. And proper now, CEOs count on that after they go to Google or Bing they usually kind in a query or one thing associated to their enterprise.

And traditionally, over the past 20 plus years, it has been stalk down the corridor, yell on the search engine optimization, “I simply entered this question. Why do not we rank primary? That is your job. get it achieved,” and CEO leaves and search engine optimization will get to work and so forth. Some model of that.

Stewart Gandolf (Healthcare Success): I’ve by no means had that occur earlier than.

Duane Forrester (duaneforrester.com): However that is simply not the best way it operates immediately as a result of in case you do wish to be part of it, you have a look at the CEO in that scenario you say—I’d advocate calm—and “let’s stroll you thru how that builds its reply.” And also you undergo that cycle and clarify it.

After which they notice, “Oh, cling on a second. I’ve to behave as if my firm was a person. And if I’m that particular person, how do I seem to the world? Am I reliable? Do I reply all questions totally? Have I lined every little thing? Do I seem like the skilled that I am telling everybody that I’m?” All of this degree of belief.

So in case you thought E -E -A -T was cumbersome, I simply revealed a Substack the place I launched SSIT. And it is simply an acronym. I made it up. Individuals ought to take these as leaping off factors and go use this to creatively determine how issues apply to your occasion. However it’s a special layer of belief, and you actually have to have the ability to show it.

After which that takes us into, how does your proof get consumed by an LLM? And if folks aren’t conversant in issues like widespread crawl.org, they need to most likely wrap their heads round this and they need to most likely be trying to that it isn’t a silver bullet however it’s an indicator, and in case you consider archive.org, you consider the Wayback Machine—this sort of concept widespread crawl is actually, that it is a snapshot of the web designed to be handed to providers that want that snapshot that use that data.

And all the foremost LLMs use their knowledge set as a part of their coaching materials for the LLM. So in case you’re not in that knowledge set, and also you guys have all had this dialog with Claude or with ChatGPT, you ask a query and it is like, increase, this is your reply. And also you’re it. And you are like, “it isn’t fairly proper.” Sure, however I really feel like that is 5 years outdated. I believed it was new. I feel I keep in mind one thing brisker.

And then you definitely return and also you ask him, goes, “Oh, let me do a stay internet search.” After which it comes up with utterly completely different data associated to the reply. And you are like, “Oh, that is higher.” It is rapid tuning, if you’ll, it’s designed to chop down on spinning CPUs.

So as an alternative of doing the stay work, which is extra computationally intensive, it will get lazy by programming and definition and goes, “Oah, let me examine the encyclopedia I’ve obtained right here.” Nicely, the encyclopedia is from 1978. So it is easy to see that there are new international locations since then. There are various things which might be taking place.

It’s vital to be within the coaching knowledge, however you must perceive why you are within the coaching knowledge. I am knowledge proper now for an enormous brand-name firm, and I’ve obtained a pipeline plugged into Frequent Crawl, and it is coming again with their data. And the knowledge that I am seeing is that they had been final included in Frequent Crawl beneath this URL in 2014.

So the very starting of Frequent Crawl was when this model was final gone. And I do know precisely what the issue is. A couple of years in the past, they put a redirect on their trailing slash to ENUS. And now every little thing exists beneath the ENUS. So when the crawler exhibits up, it punted over. It ingests all of that. And in case you go in and ask the system for the trailing slash model area, it says, “The one stuff I’ve is from 2014.”

So welcome to search engine optimization in 2026, the stuff you did not know that might be impacting you, proper? Like, it is loopy, loopy sophisticated now.

Brandon Schakola (Healthcare Success): Yeah, I have been saying for some time, the shift within the mindset for technical search engine optimization is, it nonetheless issues, however that additionally it issues in a wider sense as a result of you must deal with manufacturers as a knowledge set.

Duane Forrester (duaneforrester.com): Yeah, pay attention, and it is this complete, like, Brandon, I noticed your head nodded once I was saying, like, “if what you are promoting is an individual, then what are you want as that individual,” proper? I imply, that is not a brand new analogy, but it surely’s very apt on this scenario since you’re coping with an artificial pondering system that to some folks seems to behave like an individual and it is judging you in the same manner.

And in order that nuance on belief, like, these platforms, they’ll simply skip you as a result of, once more, they’ve the world’s knowledge at their fingertips. So developing with the reply is not the place they stumble, you already know? Like, it is on the market.

If you happen to’ve ever had that second the place you thought, “certainly this product exists on the web, I simply should go discover it,” and also you simply know that it exists, regardless that you are struggling to search out it, that is LLMs now. I assure you the reply is on the market. They’ve every little thing they want for it. The battle is how do you get them to say, “Oh, I like Stewart. I like Brandon. We’ll embody them. They’re good guys.”

Stewart Gandolf (Healthcare Success): I am glad any individual does, Duane. So, Duane, I will ask you, like, you simply led me into, I can not. I am on the sting of my seat. Like, I can not wait to ask him about this.

So that you talked about the 2 gates in your ebook. I feel you simply led proper into that. Like, clarify the 2 gates. I feel that is related to what we’re doing right here.

Duane Forrester (duaneforrester.com): So look, these two gates, and I will refine this, okay? As a result of from the time that I wrote this to now has been measurable progress by the platforms, okay? So we’ll outline the 2 gates as they’re within the ebook proper now, which is machine-validated authority.

After which the second is named a common verifier. So the machine-validated authority, I need you to consider it as sort of like all of the work you are doing in E-E-A-T, and it is going by means of and it is checking off the containers. And it is saying, “You are a member of the native chamber of commerce, You are a member of this. You are a member of that. You have obtained this certificates. I see your instructional element and blah, blah, blah, blah,” all the best way down, regardless of the listing is that it has.

It is searching for these overt issues that it will probably cling to and say, “Ah, I belief Stewart. This appears to be like like a footprint of belief. Okay? There it’s.”

You realize, Brandon and I’d have a look at you and say, “He has a reliable face.” No matter which means, the AI is doing the same factor together with your footprint and saying “This appears to be like reliable; subsequently issues produced by him ought to be given a re-evaluation,” as a result of in case you failed that first machine vetting of you do not discuss your background, you do not discuss your training, you haven’t any certificates—all of these issues, neglect it You are simply not included within the reply.

You failed the primary gate. You do not transfer ahead, proper? Like, do not cross go. Your sport of Monopoly is ended for you. You are out of money.

That common verifier, although, that is one thing the techniques are engaged on. We talked earlier about you’ll be able to dial down hallucinations. The entire level behind common verifier is to cease the reply earlier than it hits any one in every of us and ask the query, “Hey, is that this related? Is it protected? Is it correct?”

So the common verifier, that is sort of corny to place it this fashion, but it surely’s an LLM, reality checking in LLM. So, you already know, everyone have amusing there for a second and insert your jokes right here. However its solely job is as a police officer. It has no different job. And so its focus is such that its capacity to hallucinate is vastly mitigated, like extraordinarily low.

And once more, I’ve a Substack on this. There’s hyperlinks in there to work that I do know Google’s engaged on, and the foremost platforms are engaged on that discuss this idea of a common verifier. Just one group makes use of that phrase was helpful for the ebook and it is easy for folks to wrap their head round.

What we’re beginning to see, although, is we’re beginning to see parts of that idea get embedded into new fashions of Claude and of ChatGPT. And I am fairly certain Google’s doing their half with GeminI and so forth. So this idea of you present up and also you’re examined at one degree, it is like taking a 101 degree class, proper?

Like, okay, effectively, you needed to undergo highschool. Now you are in college and also you’re at 101. Nice, you are actually sensible; that is superior. You realize a bunch of these items. That is nice. If I gave you the 201 take a look at proper now you’d fail, however you are at 101 so undergo all of that you simply cross that take a look at now you can begin studying 201 after which once you undergo all of which you could take that take a look at after which possibly graduate to the Ph.D. degree. That is actually what we’re going by means of with all of this utilized to belief and belief indicators

So these two gates are an enormous deal as a result of they’re the, you are gone and also you simply do not matter. You’re mud on the ground or, “Hey, that sounded nice, however we do not want it for this take of the tune. So we’ll lower that out of the tape and you are not within the remaining model of the tune.”

Stewart Gandolf (Healthcare Success): That is an important metaphor from a guitar maker for certain.

Duane Forrester (duaneforrester.com): Proper?

Stewart Gandolf (Healthcare Success): The place do most companies fail at this? How do they even know the place they’re failing on the gates?

Duane Forrester (duaneforrester.com): Sadly, most of them fail on the primary degree. And that is the place I feel that it is actually vital to know the worth of skilled practitioners. As a result of in case you’re approaching search engine optimization as like a checklist-style factor the place you simply sit down and also you say, “you have not achieved this, go do that, go do that, go do that,” you accumulate your cash each month out of your consumer and off you go.

Or that is the way you strategy issues in your organization the place you go inform a bunch of individuals, “listed below are all of the issues you have to get achieved” and also you anticipate them to finish their work.

That is actually not a great way ahead immediately as a result of it is virtually like what I would like you to do is—if anybody has ever had a canine or a cat of their life or a pet, you may perceive the idea of zoomies the place they only go like loopy. They’re darting round they usually’re all over, like a pinball in a pinball machine going nuts. And in my home, we name that exploding, the place you see your canine and the canine desires to be in every single place all of sudden.

That’s now your existence as an search engine optimization. You need to be in every single place all of sudden. You need to contact every little thing. You need to know all of it.

There’s actually a quote from Satya Nadella. I labored with him once I was at Bing and he was at Bing, and he used to say this factor. I even have it written on the whiteboard behind me. It is proper on the prime. You guys cannot see it as a result of it is lower off by the digicam. However I’ve a bit of be aware written up there. And the be aware is, the quote from Satya is, “Do not be a know-it-all, be a learn-it-all.”

And each search engine optimization immediately, if that is your profession and that is your focus, you must be a learn-it-all.

My life has been taken over by all of this. Evenings, weekends, right here, there on my telephone, once I’m out for a stroll. I’ve discovered methods to weave studying and training and data and pondering and creating all through all of my life’s existence, just because that is what it takes from me at this level in my profession to really feel like I can nonetheless see the entrance edge.

I do not suppose I am maintaining with it. I can nonetheless see it as a result of maintaining with it’s a complete different degree.

Stewart Gandolf (Healthcare Success): I like that. I like that idea. By manner, I did not point out this actually. Your credentials are so impeccable. Like anyone who understands the CEO, it is like, wow, Bruce Clay Yeah, all these various things that we’re all, like, we have a look at and schema .org, all of it. And I like the truth that you’ve that humility to proceed to be taught.

And Brandon, I would like to cross the ball to you for a sec in regards to the studying a part of it. As a result of Brandon and I are the identical manner. Brandon is working 12-hour days with us generally, and it is nonetheless spending time studying extra of it.

Any touch upon that, Brandon?

Brandon Schakola (Healthcare Success): I feel it is a part of that a part of the existential disaster of understanding you continue to should do your regular job which is being an search engine optimization however the flooring is sinking as a result of the objective goes additional up and it is that nervousness of not figuring out it is driving us ahead at this level. I do not know if there is a new time period for it, or search engine optimization nausea or one thing, however we most likely ought to have one.

Duane Forrester (duaneforrester.com): I will let you know, Brandon, you sort of nailed it, proper? And once more, I’ve talked about this a bit of bit within the ebook and on my Substack. I did a survey of jobs, search engine optimization jobs just lately, the place I checked out, I feel it was near 300 jobs, and I took a have a look at what number of of these job descriptions, and these are all stay jobs, what number of of them talked about AI ultimately, whether or not it was ChatGPT by title or AI or the phrase LLM or geo or one thing associated to this new rising area. And it was like 2% of them that truly talked about it.

And now this is my takeaway, okay? Largely unknown to the viewers. I’m lucky. My spouse’s profession has been in human assets, and he or she is a director along with her firm. She is a really senior HR practitioner. She truly teaches the certification class for folks desirous to get the state certification in HR in California at California State College. In order that’s one of many issues she does.

So level being, I’ve expert-level HR in my kitchen. I make lunch for her. It’s that accessible to me. And I sat down along with her and requested her, “Is that this rational?” And she or he goes, “It’s not rational, but it surely’s actual.” She sees it within the jobs that she’s hiring for and whatnot. And the craziest a part of it’s, we have now firms proper now which might be hiring SEOs for skillsets that in two years, they will be asking various things of them.

And those self same firms do not need any course of internally for tips on how to prepare the individual they employed into these abilities. So in some way all of those firms are hiring you, anticipating that you’ll, by means of osmosis, I suppose, be taught all of this by yourself time, and you’ll grow to be an skilled on it sufficient to influence their backside line.

Save the corporate, develop the corporate, no matter your backside line occurs to be, and it is a elementary drawback. And what I see are, I see lots of people sitting on the fence throughout our trade of, you already know, “I do not actually like this. I am not going to get behind it. I am not going to give attention to it.” They decide aside little issues. And but behind the scenes, I do know everyone is working their backsides off to attempt “How do I make the most of this? What do I do with this? You realize, do I construct one thing with it? How do I take advantage of it to do my work extra effectively?

I feel it is protected to say all of us perceive the effectivity good points which might be available from this. However my largest takeaway is, in case you’re utilizing all of those techniques and you might be speaking about this stuff, you must be an expert-level PM once you’re utilizing these techniques. I described it just lately as it is the distinction between Ironman and Superman. And in case you strategy this and also you say, “I need the LLM to be a Superman, I wish to simply inform it what I need, and I need it to go and determine all of it out.” That is agent-level stuff. And fairly frankly, we’re not there but.

Iron Man, then again, is the swimsuit that amplifies every little thing you do. It’s what makes you stronger, quicker, higher. And that is the place we’re. You need to be the pilot in an Iron Man swimsuit. You do not simply get in it and say “Go combat the unhealthy man,” like, yeah there is a unhealthy man; I will get you there, however throwing the punches is obtained a neat course on that, proper, and that is our actuality with regards to the place we stand.

Stewart Gandolf (Healthcare Success): I like these metaphors and I’d simply say as a fast apart, I marvel at how you already know, going again to your form of “search engine optimization by numbers,” you already know, like mainly “do that and this and this and this” and that’s the old-fashioned. A variety of firms construct their scaling round that. They’re looking for a replicable system.

And I get it. And I want we may try this extra with our brokers.

Duane Forrester (duaneforrester.com): And you continue to want to try this work.

Stewart Gandolf (Healthcare Success): Yeah, yeah.

Duane Forrester (duaneforrester.com): You may’t simply abandon that, proper? You need to full it.

Stewart Gandolf (Healthcare Success): However the perception and the expertise—it is such a driver. One of many questions I ask AI, which is all the time enjoyable, and ask it about itself, “Is AI going to make us smarter or stupider?” And I feel my opinion on this, and what the AI stated is, it’ll most likely elevate the tide, however the folks which might be sensible that basically are devoted to studying are simply going to get that a lot greater of a bonus.

They already had a bonus, proper? They’ve extra training, they’re smarter as a result of now it is turbocharging them so now they’re capable of transfer a lot quicker.

Duane Forrester (duaneforrester.com): That and I feel it additionally retains your mind sharper. That’s what is going on to occur, as a result of in case you spend any time utilizing these platforms you see them make errors in actual time answering you, and you must appropriate that and that forces you to remain up to the mark, so in case you…

Brandon Schakola (Healthcare Success): Yeah, actually, but it surely additionally sort of like—Nate B. Jones talks about this lots as effectively and his Substack is the way it’s altering and shaping us is that it is requiring a sure degree of readability earlier than even getting in there.

Duane Forrester (duaneforrester.com): PM abilities.

Brandon Schakola (Healthcare Success): Yeah.

Duane Forrester (duaneforrester.com): You have to plan this out, proper? I do not find out about you guys or the listeners on this, proper? However it is a frequent factor for me, like every day. I get so deep right into a thread on Claude, and I’ve the complete paid for like every little thing, proper? So I am completely unlocked. I get so deep right into a dialog that the system runs out of capability and may not correctly perform in that thread.

And what I’ve needed to do is educate myself that when my slider will get this large on that monitor, that is the indication to me to ask it to reframe every little thing into a brand new immediate to begin a dialog with the utmost contextual consciousness for persevering with that thread.

And I imply, you’ll be able to beat your head in opposition to the wall and get like mainly what I consider as stupider and stupider solutions as you go deeper, however there’s clearly an ebb and move that occurs with these techniques as you begin a dialog and then you definitely’ve touched all of the items the place it will get smarter about every little thing it is pulling in after which it actually is spectacular with what it will probably do after which it begins to neglect issues or confuse issues or sort of mash issues collectively and that is the place you are available in to play.

For this reason at like hour 12 or 13, I’ve to stroll away as a result of I am getting punchy. I am getting like I will miss issues and I will say sure to one thing and it will generate some code for me and it wasn’t what I needed. Watching for that’s so important. So does it make us smarter? I feel probably. However in the end it is like a spoon, proper, it actually comes all the way down to the way you’re utilizing the software.

Stewart Gandolf (Healthcare Success): I’d say it satisfies my curiosity. I did not notice how curious I used to be till I got here out as a result of now there is no query—I can be taught something about something actually quick and so I feel that pure curiosity I’m glad I’ve as a result of I’ve by no means been capable of feed it so quick.

The opposite factor you simply talked about there may be that does scare me there are occasions the place I’ll catch it making a mistake or I’ll catch that there is quite a lot of occasions the place the context is not proper so I will ask it a query about one thing that is occurring in politics and it will give the other standpoint, like for like a journalist for stability, like “Wait I did not ask you for that. I am not searching for factual again right here, not, you already know, political feedback. I used to be simply looking for a reality.”

Go forward, Brandon, so you’ve a touch upon that.

Duane Forrester (duaneforrester.com): I used to be going to say, I see this on a regular basis the place you inform it to not fixate on one thing, and the one course it takes is fixate now. And the following reply you get is strictly what you stated you did not need. And then you definitely’re like, “No, no, I stated, do not fixate on that.” “Ohhhhh. Mistake.”

Brandon Schakola (Healthcare Success): You realize, I am like, okay. It is sort of just like the, I am glad you are speaking about this as a result of I’ve had this in my thoughts for some time that basically our function as search engine optimization now’s turning into context engineers. Mike King says “relevance engineer,” however I feel it truly is a contextual, like a broader drawback.

And inside that, it is like anybody working with ceremonial magic or another esoteric factor, that simply by mentioning the factor, you invoked the factor that you simply did not need.

Duane Forrester (duaneforrester.com): Yeah, precisely. Proper?

Brandon Schakola (Healthcare Success): So you actually do should suppose with these, like, huge guardrails and unbelievable readability and accuracy in how we work with this.

Duane Forrester (duaneforrester.com): You realize, Brandon, I feel that is an extremely missed vital level, proper? The accuracy and the readability. So once more, that is my Superman/Iron Man analogy, proper? If you happen to hit that context field and also you give it a sentence and also you persuade your self together with your clean human mind that there is no manner they’ll suppose something aside from what I am pondering once I give it this sentence. It is advisable to examine your self on the door as a result of as somebody who labored inside a search engine and I’m intimately conversant in the idea of disambiguation and the way vital it’s, these techniques will not be Superman. They aren’t Kresskin. They aren’t studying your thoughts once you write that sentence.

Like, you simply watch. If you give Claude, you full one thing and also you say “Oh man that labored superior,” once you watch when it is pondering out loud what it is saying it is saying “parsing ambiguous assertion from consumer” so its first contact on that’s actually the admission “I’ve no context for what this implies” and so once you’re excited about asking it, giving course, making an attempt to make use of it that will help you replace one thing, outline the envelope, take away as a lot doable offramp as doable. So there is just one street that it may probably go down.

And in case you stated to 100 folks, does this make sense? 100 folks find yourself at the very same spot you suppose they need to. Meaning you’ve got obtained the readability and you have gone to the depth. That is how you must write this stuff, which when you concentrate on it’s actually problematic as a result of all of us flip to those issues and we’re like, “write me an article on search engine optimization.” And, you already know, like 5 ,000 phrases later, you’ve got obtained an article on search engine optimization. I’ve to do little or no. I obtained an outsized ROI for my time and enter.

And that is what folks suppose this stuff are. It is made worse by folks operating round saying, “brokers,” and “it’s best to enroll right here.” And “Here is a cryptic Tremendous Bowl advert. Go declare your title in your agent at AI, blah, blah, blah.” And like any such factor is problematic as a result of they are not able to that but. And so I get it.

We’re shifting in that course. I feel it is a logical course. And with tens of billions of {dollars} being poured into it, we’ll get there. There is not any query. However I would prefer to construct a tenting bot the place it solutions all questions on tenting, and simply personal that area. However even then, it’s not slim sufficient. It’ll drift off and do stuff, and the way do you repair it?

Stewart Gandolf (Healthcare Success): We’d love to speak about all these things for the geek sides of us, Brandon and I do that perpetually offline, however I would prefer to deliver it again to the enterprise leaders which might be listening. And, Duane, I would like to have a few of your ideas about, what are the most important errors they’re making? After which we’ll pivot from there to what we might like what they need to be doing, you already know, Monday morning. Body that for us.

Duane Forrester (duaneforrester.com): Look, very first thing, we’re measuring issues incorrectly. We’re measuring the improper issues. If you happen to’re strolling in because the enterprise chief and you are still all of the search engine optimization metrics, it is time to have a dialog with the crew and say, “Hey, what new metrics may we be that inform us a narrative of what is taking place in an LLM interface?” Okay?

What I am hoping is occurring is most SEOs have already had that dialog with their government. However, you already know, you as an government get handed data and also you’re advised this is the story. It is actually vital for you as the chief to take a look at that and say, is that the entire story? Is there extra to this story?

Like, if I ask you an identical query, why do not I rank primary in Google? And I stated, why am I not the reply to ChatGPT? Let’s have that dialog, you already know? In order that’s the very first thing, proper? Measuring the improper issues.

And it isn’t even the improper issues as a result of we nonetheless should give attention to issues, like your key phrase analysis and build up from that after which going by means of issues. Do you rank effectively? And what’s your proportion of the footprint? And all of these items remains to be vital.

The second factor that I see, although, is executives deal with optimizing for AI solutions because the search engine optimization crew’s drawback. They’ve just about all turned to the search engine optimization and stated, “Repair it. You converse a bizarre language. That is one other bizarre language. Go.” And off they go.

And pay attention, as an search engine optimization, you be ok with that as a result of that makes you are feeling protected in your job. If I be taught a bit extra and I do know a bit extra and I speak a bit extra, then I’m very important and that that feels good proper that is actually vital however the issue is it is a cross-functional alignment that has to occur. You may’t have PR doing one factor. You may’t have advertising organising campaigns on their very own. You truly should have IT tuned into this.

I will lose my thoughts once I see robotic TXTs which might be blocking the crawlers for the AI platforms. I am like, so that you simply by no means wish to be part of the dialog? Acquired it. Okay. You realize, welcome to Sears. Right here we go.

And that is actually a elementary. And but the controversy rages on. Oh, ought to we? Should not we? Look, I can let you know proper now. First off, they have already got your content material. Second, your content material? Not that valuable. It is not that large a deal. Don’t be concerned. Both 1 ,000 monkeys with 1,000 typewriters are going to provide you with that piece of content material in some unspecified time in the future as a result of odds are—or they have already got it. And so, you already know, you are preventing the improper battle.

However PR, engineering, authorized, content material, everybody. You have to be on the identical web page. You have to be having cross-team conferences so everybody is aware of how they influence the entity that’s the enterprise and the way it’s seen by the platform, okay?

And the third, third primary, or third space, persons are ready. They’re making an attempt to take their time. They’re approaching this, like, look, I went by means of and I researched all this and what I found out was the replace sample that we noticed from Google, there are main updates, the core updates that they do, proper? We noticed the sample of what the frequency was on that. After which I went and I mapped the frequency of notifications about new options coming from Open AI and Anthropic, simply these two firms are on a cadence that’s 1.9 to 2.1 occasions quicker than Google’s core updates.

So in case your total group is predicated round this idea of each six months or so, there is a large replace and that is it, or yearly we have now this one and that one actually impacts us as a result of it is native or it is YMYL, all these ideas. And also you suppose there’s cadence to this? Hell no, there may be not.

Brandon Schakola (Healthcare Success): It blew up this previous yr.

Duane Forrester (duaneforrester.com): The one cadence that exists proper now’s somebody gave another person billions of {dollars} and stated “Go make me trillions of {dollars}.” Okay, I’m gonna go Dr. Evil on it. And now they’re respiratory down the neck of that individual saying, “The place are my quintillions of {dollars}?”

And in order that individual now, the one factor they’re targeted on: push quicker, push more durable, do extra, present extra, have interaction extra, a billion, two billion a day, three billion a day. Like that is their focus, not “Let’s put out an replace as soon as each six months to a core product.” That could be a utterly completely different mindset.

So these are the three areas, I feel, proper? Pace, unity inside the group, and what you are truly utilizing to let you know the story of what is actually taking place.

Stewart Gandolf (Healthcare Success): I find it irresistible. All the things you simply stated resonates a lot. We simply had a dialog with our head of our inner advertising crew about ungating all of our webinars and ungating all of our ebooks. It would not make sense anymore. It made sense in a special time, but it surely would not make sense now.

We’ve this unbelievable thought management and what, are we nervous any individual may discover our thought management? No, we would like them to really discover it.

So it’s a completely different period, however that is a strategic resolution, proper? As a result of there’s a draw back to that.

Duane Forrester (duaneforrester.com): It is a very strategic resolution, Stewart, as a result of all of us lived on this world of, “I’ve content material that I will put out that I’ll present that makes me an skilled. Then I’ve content material that is behind a gate that proves I am the skilled to those that are paying me. And that is how they know they’re getting worth.”

And now we really need to point out all of that content material to a 3rd social gathering in order that they’ll decide if I’m the skilled that I say I’m in order that they’ll inform different folks I am the skilled in order that these folks will come and pay me for my experience.

It is the identical cycle, however we have sort of invited a 3rd social gathering to the dialog now they usually demand full entry. So I will let you know, they who open the kimono first will probably be extra common.

Stewart Gandolf (Healthcare Success): Yeah, for certain.

We’ve a very good platform for—in our little world, we have been doing this content material however—you do not know this, however we have been doing content material advertising earlier than that phrase existed by a very long time, however we wish to all the time keep related. I talked to Brandon in regards to the tiger, how far forward of that tiger I’m I? Generally I really feel like a mile forward generally I really feel like about three ft. If I stumble, I am consuming, so you have to keep forward of the tiger.

So the very last thing then is, earlier than we discuss tips on how to discover out extra from you is as a enterprise chief listening proper now, what are the primary issues they need to be doing on Monday morning?

Duane Forrester (duaneforrester.com): Okay, very first belongings you guys wish to be targeted on is you wish to go, like, let’s check out the three issues that we recognized that want specializing in. Primary factor you are going to do is you are going to sit down and you are going to have a dialog together with your crew and ask your crew, “Are you all speaking about this and also you’re all speaking about it the identical manner on the identical web page?”

If not, you set a plan collectively, make that occur. As a result of proper now, it is actually arduous to get an search engine optimization calling the IT crew. IT simply would not submit a ticket and also you’ve obtained to attend and there you go. It actually must get tighter than that on the inner relationships.

You will note firms that may pull ahead as a result of they’ve achieved this and it’ll make a distinction for them over time. You undoubtedly wish to be speaking about “What tales ought to I concentrate on that I’m at present not being advised? What metrics are we monitoring? What’s our well being appear like?”

In order that complete concept of “What does my well being appear like already as an organization?” You now should determine the brand new metrics and begin normalizing these. And so they do not should be metrics that an trade agrees on, however these can simply be your individual metrics in your organization.

Frankly, I say monitor greater than you want. After which over time, you may discover that metrics simply do not actually present any leverage so you’ll be able to cease monitoring them and that is it.

I’ve created 12 of these metrics, however remember a few of these metrics, we’ll by no means have entry to the info. It is platform-only knowledge. However it’s vital for a enterprise to know that the info within the platform is utilized by the platform to make selections and that these are the forms of metrics they’re searching for. As a result of, once more, how do you seem once you step exterior as the corporate individual? You may affect these different metrics.

I’m an enormous fan of continuous to be taught. If I had been you guys, and also you hear this on a regular basis, we hear this on a regular basis, is everyone saying, “You need to use AI extra” and this sort of concept.

Begin studying about it. I’ve frameworks on my private web site at duaneforrester .com. Go, the frameworks are free. One in all them is the 90-day studying path that I define. It is within the ebook as effectively. Like, listed below are issues you are able to do over a 90-day interval to extend your understanding and effectivity with AI, proper?

Put one thing like that collectively in your organization so that everybody looks like, “Oh, we’re all studying one thing. Here is why we’re studying it.” It wasn’t only one group that was advised, “Go do one thing with AI,” after which they do inner displays. It means to be everybody. Like, these are the vital issues, proper?

There is a scoring system in there as effectively. If you wish to be actually, actually geeky about this, are available in on Monday morning and use that scoring system and begin monitoring your self in a spreadsheet. See the way you’re displaying up for solutions, whether or not you are being cited. So there is a hyperlink. Talked about, you are talked about, however there is no hyperlink. Paraphrased, you already know you are within the a part of the reply, but it surely’s not your phrases per se. Otherwise you’re not cited in any respect.

These are the 4 states which you could exist in. And you can begin monitoring that tomorrow morning if you’d like.

Stewart Gandolf (Healthcare Success): Duane, I will ask you about the place to ship folks in only a second. You have already began that. However Brandon, any of the ultimate feedback first earlier than on this subject? After which we’ll give Duane…

Brandon Schakola (Healthcare Success): I’d agree with Duane. Like, this isn’t a time to sit down on the sidelines this yr. If you have not began banging your head up in opposition to this wall but, there are additionally different assets exterior of those Duane talked about.

There’s one thing known as AI Cred. I feel that was simply launched the place there’s a complete system the place prefer it actually exams how good you might be at that form of readability second that we’re speaking about.

That is one other good one. This was enjoyable. Good chat.

Stewart Gandolf (Healthcare Success): I’d say that for certain the urgency a part of it, you already know, our enterprise lives on its web site, we do talking, we do writing, we do exhibiting, we do numerous various things however the web site remains to be actually vital for us and the urgency of updating varied key sections, similar to you are speaking about, creating content material round issues that weren’t even a problem a yr in the past, are actually vital to us.

I feel that our purchasers as effectively, it is like “We wish to be within the lead place.” So working our personal stuff in addition to for our purchasers to pivot as quick as you’ll be able to to get a management place or preserve the management place.

 So that you had a few different, along with duaneforrester .com, what different locations would you prefer to level them towards?

Duane Forrester (duaneforrester.com): Look, I will hold it easy for folk, proper? There’s three issues I need to remember. Duaneforrester.com will discover me. I’ve obtained free frameworks and assets on there, a few of that are from the ebook.

So if you wish to get an concept of what the ebook’s all about, go there, get it, take the frameworks, use them.

Second is, you already know, go hit Amazon and lookup The Machine Layer. And in case you have a duplicate of the ebook, go away me a assessment. Books stay and die based mostly on evaluations.

Drop a assessment and assist me alongside and clearly if people wish to join on LinkedIn, I am simple to search out. If people have questions they usually know you guys, name Stewart  or name Brandon. They’re going to get me on the telephone and we will have a dialog. Simply attain out if people want something.

Stewart Gandolf (Healthcare Success): That is superior Duane, I advised you this could be enjoyable. Hopefully you agree.

Duane Forrester (duaneforrester.com): This has been superior.

Stewart Gandolf (Healthcare Success): So excellent. Nicely, I wish to thanks, Duane, for becoming a member of us. Brandon, thanks for being a part of the decision as effectively. I hope our listeners have loved this. That is, you already know, sort of a grasp class immediately. And Duane’s such a pacesetter within the discipline. I like having you. Thanks for saying sure so rapidly. And I hope to have you ever on once more sometime quickly, particularly when your new venture proclaims. We’ll make it possible for we’ll be glad to cowl it for you. Thanks once more.

Duane Forrester (duaneforrester.com): Brandon’s seen it. In all probability one other two or three weeks, I am pondering.

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The best way to Get AI to Advocate and Cite Your Healthcare Model

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How do healthcare organizations keep seen and trusted as search shifts from clicks to AI-generated solutions?

On this week’s podcast, Stewart Gandolf sits down with Duane Forrester. Within the phrases of Ron Burgundy, Duane is sort of an enormous deal. He’s the previous Microsoft chief behind Bing Webmaster Instruments and Schema.org, in addition to a famend search and AI discovery strategist and writer of the brand new ebook The Machine Layer. Duane and Stewart are joined by Brandon Schakola, Senior Director of Digital Providers at Healthcare Success.

Collectively, they unpack what “AI visibility” actually means, why conventional search engine optimization metrics are not sufficient, and the way healthcare organizations should rethink discovery as AI techniques more and more summarize, cite and reply on behalf of manufacturers.

Drawing on a long time of search management and hands-on healthcare digital technique, the dialog strikes past concept into sensible frameworks for measuring, influencing and defending model presence within the machine layer.

Perceive what AI visibility truly is
Find out how discovery has shifted from ranked blue hyperlinks to machine-generated solutions—and why healthcare manufacturers should optimize for quotation, summarization and belief indicators, not simply clicks.

Make AI discovery measurable and actionable
Discover tips on how to transfer past self-importance metrics and monitor actual visibility throughout AI Overviews, LLMs and reply engines.

Shield belief in a zero-click atmosphere
Uncover why schema, entity readability and constant model indicators are important as AI techniques resolve which healthcare organizations to reference—or ignore. If you happen to’re liable for healthcare development, digital technique or model safety in 2026 and past, this episode is a must-listen.

Word: The next AI-generated transcript is offered as an extra useful resource for individuals who favor to not take heed to the podcast recording. It has been frivolously edited and reviewed for readability and accuracy.

Learn the Full Transcript

Stewart Gandolf (Healthcare Success): Hiya everybody welcome to the Healthcare Success podcast immediately goes to be a enjoyable one. To begin with I wish to introduce Duane Forrester. Hello Duane. Hey and likewise Brandon Schakola, who’s head of our digital division in Healthcare Success. HI once more, Brandon. Have not seen you for, what, two minutes earlier than? So anyway, I am glad to have you ever guys each right here.

So immediately I am tremendous enthusiastic about. I do know it’ll be enjoyable as a result of we have been speaking about guitars offline and search engine optimization geek stuff. It ought to be quite a lot of enjoyable as we get into this. This particular podcast was precipitated by a dialogue internally the place Duane’s ebook, The Machine Layer, there’s the plug. One plug.

Duane Forrester (duaneforrester.com): Thanks, sir.

Stewart Gandolf (Healthcare Success): …with one thing we had been evaluating notes about and we love these things. And we have now quite a lot of search engine optimization geeks at Healthcare Success. So we have now a mutual admiration society, I feel. And it seems, like, a good variety of my crew know Duane, both very effectively or not less than tangentially. So we thought we might invite him. And he stated, sure, whereas we had been on the decision, by the best way. We had been speaking about Duane, and he agreed to do it whereas we’re nonetheless speaking about it. So tremendous glad to have you ever. Duane, we’ll ask you a bunch of questions, after which I will be including some shade commentary in addition to Brandon.

To begin with, I do know that you simply’re—give a bit of little bit of background on you, your ebook, what it is for, possibly trace on the secret tremendous uber secret with out making a gift of the key venture you are engaged on. Inform our listeners a bit of bit about you.

Duane Forrester (duaneforrester.com): Yeah. So for listeners who aren’t acquainted, I have been within the trade some time. I initially constructed and launched Webmaster Instruments. I used to be one of many individuals who launched schema.org, spent a decade at Microsoft, ran Bruce Clay for some time after that, so I’ve some direct company expertise, ended up at Yext previous to the IPO, labored with them for seven and a half years, and for a few yr and a half now, I’ve simply been out alone.

And through that point, clearly, AI has been an enormous a part of every little thing we discuss. And reply platform, reply engine, all of this stuff. I am not nervous an excessive amount of on what we’re calling this stuff, but it surely did happen to me that we’re most likely not leaning in fairly sufficient as an trade. And not less than projecting my very own self two years in the past at the moment I knew I wasn’t.

And so then I believed, okay, effectively, I’ve to lean in additional. I’ve to embrace this. I’ve to be taught from it. I’ve to search out methods to take advantage of it as a result of search engine optimization, It is hardwired, genetic, I suppose.

And that sort of began the trail to the ebook. Now, I’ve already written two books in my profession with McGraw Hill as my writer. And so the concept of writing a ebook may be very easy to me. There is a course of to it. I do know what that’s. And you may go forward and do it. And so I wasn’t actually nervous in regards to the writing of the ebook. I used to be extra nervous in regards to the positioning and the “why” behind the positioning.

As a result of you’ll be able to take any subject and you’ll apply the method and provide you with, on this case, it was like 65,000 phrases, and you have got a enterprise ebook. There it’s. Whether or not it is a ebook that addresses a necessity or is utilitarian sufficient to be valued are very various things.

If you work with a writer, they will provide you with steering. They’ll let you know, “We wish it right now. That is what we’re searching for.” The envelope is outlined for you.

So for this ebook, I made a decision I’d self-publish. And it was much more work, however I am grateful for the issues I’ve realized, and also you guys see the product that we now have. So this product was in the end, as I realized about all of this stuff, this ebook was a method to go from fearing one thing to embracing it, primarily. And that arc is a core theme all through the ebook, okay? The concept of, “I worry that AI will negatively influence my profession” to “listed below are methods to make use of it to positively develop your profession.”

So we go from that sort of like, “I am alone; I am in the dead of night; I am actually unsure right here how that is going to influence me” to, “I’ve frameworks, I’ve concepts, I’ve a method to be taught, I’ve processes, I’ve data,” so that you, the search engine optimization, who’ve been that skilled that everybody in your organization has come to as a result of you already know this darkish artwork of search engine optimization, you stay that very same individual inside this new world of LLMs and AI and so forth.

In order that was actually what the ebook sort of got here all the way down to for me. After which all through all of that, you be taught all these various things that matter. And it occurred to me, the metrics we had been monitoring weren’t the correct ones. And that belief has a special degree to play on this as a result of in conventional search outcomes, and this has been tried and examined within the courts as effectively, the engine just isn’t liable for your conduct as a client after you click on on a outcome they gave you.

So, listing of hyperlinks. I, as the buyer, resolve what I will click on with, what I will work together with, after which my conduct after that’s completely as much as me. Distinction that with one thing like an LLM that gathers the world’s data on a subject. You ask your query, after which the knowledge that you simply get again is the synthesis of the entire world’s knowledge utilized in opposition to your query, primarily creating a singular reply in that occasion.

And if that reply results in a conduct that is detrimental, does the enterprise itself maintain legal responsibility in your conduct? It is a vastly completely different world, and that is being examined proper now in methods. Open AI has some open litigation. And that is a really actual factor immediately.

So this idea of belief and what it means is sort of a bit extra nuanced than what we had been used to with E-E-A-T, proper? That’s foundational, however there’s much more at play right here. And it begins to play into “Why is my content material that ranks effectively not getting chosen for a solution?”

Stewart Gandolf (Healthcare Success): In order that’s intriguing. And Brandon will most likely throw just a few feedback a bit of bit later about, primary, that we for certain are embracing AI for our personal processes, proper? Not solely when it comes to the, as a result of we’re ready to take action far more now to learn our purchasers. It is not one thing we’re fearing we’re leaning into it.

And I do not know, Brandon, do you’ve a fast touch upon that as a result of that is similar to the place we stay.

Brandon Schakola (Healthcare Success): Yeah, and I feel, you already know—choosing up on on what Duane was simply saying within the well being care trade—we’re rendering a Your Cash or Your Life trade, and the probabilities of hallucination are so extremely excessive and it is also  one of many areas that obtained impacted essentially the most when AI Overviews began rolling out and we had been advised to place glue in our pizzas as a result of that is what you do.

I think about if that is a few of like surgical process or a life disaster second for somebody. And I feel you’ve got most likely seen this your self, simply navigating that danger layer, which is now far more current in our lives, together with this existential disaster us SEOs have been all going by means of over the previous two years or extra, it is induced a significant shift in our pondering as to how we’re approaching these issues, proper?

How can we steer these massive language fashions to have much less hallucinations when we have to? And I feel that is a important query for us to reply.

Duane Forrester (duaneforrester.com): I used to be going to say, I speak a bit of bit about that within the ebook, and I discuss it clearly on my Substack, however it’s a important factor, Brandon.

The businesses themselves are actively engaged on this. You may dial an LLM all the way down to just about know of you hallucinations, proper? Like you are able to do that. Sadly, what it means is you’ll instantly lose persona. So if that is why you are utilizing one in every of these platforms, that may go away.

It is not why I take advantage of the platforms, but it surely’s part of that have that will get dialed out once you dial down hallucinations. I feel a very powerful method to dial again the hallucinations is to slim the scope of the LLM, which you will be pondering, “Oh, okay, effectively, in case you give me a healthcare LLM, that is a narrowed scope. You really want to know the ideas of scale right here, proper? Scale manner past what you’re pondering of, so coping with a billion lively customers a day is what OpenAI is going through proper now.

After which the opposite model of scale, which is the tiny, minute model of scale, which is—it’s not healthcare. That isn’t sufficiently small to restrict hallucinations since you can provide it quite a lot of data inside well being care and it’ll simply decide and select and say, “Right here you go,” like you’ve a toenail in your brow. And also you’re similar to, “No, I do not.” And there it’s.

However in case you truly take all of it the best way down into the area of interest the place we’re solely speaking about bone marrow and the one data that it will probably feed on is about bone marrow and particularly associated to the reply to the query you are asking, you’ll not get hallucinations. It’ll come again to you reliably.

However you may also perceive how we have cut up the hair so finely which you could now not use that LLM in another circumstance. So you’ve got taken ChatGPT, primarily, and stated “You may reply one query and one query solely” and it will likely be excellent, however in case you try anything it is only a mess. It is like a moose on a skating rink; it is simply in every single place.

Stewart Gandolf (Healthcare Success): That visible on my thoughts that is fairly good. I’ve by no means heard…

Duane Forrester (duaneforrester.com): You are welcome.

Stewart Gandolf (Healthcare Success): I’ve by no means heard that metaphor earlier than.

I feel that earlier than I bounce into the following factor, I simply wish to add on our remark too. So that you talked about earlier, Duane, about, you already know, it is pulling from in every single place, proper, and so that is the problem for us. And once we speak to purchasers and potential purchasers lots, I all the time discuss, “Okay effectively it was a technical search engine optimization mattered—it issues now, however otherwise—and content material mattered. It issues now otherwise, however then native after which popularity after which breaking it down we spend quite a lot of time speaking about PR or digital PR and model, so it is sort of like you must be in every single place and now do all these things in another way and it is like, it is infinite.

Aside from that, it is a straightforward problem to do.

Duane Forrester (duaneforrester.com): Look, I will let you know this. You guys have been round lengthy sufficient to recollect Y2K. For listeners unfamiliar with it, it’s best to go perform a little little bit of dredging round on that specific horror that’s in 1999, that turned out to be a big nothing burger.

I am not going to say there was no work concerned. There was, but it surely actually wasn’t the hype that we thought it was going to be. And I believe that quite a lot of the, “I worry AI is coming for my search engine optimization job” goes to fall into that bucket over the following couple of years.

Guidelines SEOs are going to have a tough time as a result of they are going to be given new checklists. These checklists are going to require precise hands-on work based mostly on information and expertise. And if you do not have that, you are going to fall right into a gap.

Nonetheless, I feel for practitioners who’ve been paying consideration and who way back obtained the memo of high quality and trustworthiness and also you dot all of the I’s, cross all of the T’s, be sure to’re utilizing commas the place you are speculated to, that sort of pedantic strategy to every little thing, these folks, these approaches are going to face the take a look at of time right here as a result of these techniques want that data.

There’s every kind of dialog on the market once you get into it in regards to the LLMs at the moment are coaching on artificial knowledge as a result of they’ve gone by means of humanity’s knowledge and when you do not produce data quick sufficient to fill their wants.

That sort of would not matter. That’s the distinction between a daily typewriter and I noticed a video yesterday. Any individual created, they took an electrical typewriter and created a Claude interface with it so they might kind their query on the typewriter after which Claude would kind the reply again on the typewriter to them. And I am like, wow, and no.

Brandon Schakola (Healthcare Success): It is about as ridiculous as this complete Claudebot, Moltbot factor.

Duane Forrester (duaneforrester.com): Proper, precisely.

Brandon Schakola (Healthcare Success): It’s bonkers.

Duane Forrester (duaneforrester.com): Sure. Somebody requested me about it, and I used to be like, “not well worth the oxygen that we’re utilizing to debate it, as a result of it would not assist anybody resolve a enterprise drawback.” The issue with the typewriter is you are still working with a single sheet of paper. So, you already know, one query, and also you’re achieved. Like, you run out of paper, and that is it. And I am like, “Okay, effectively, it is cool that you simply did that. Like, I, you already know, factors to you, proper? Like, I would love to return over for dinner one night time and have a look at this factor.”  However that doesn’t change something.

Stewart Gandolf (Healthcare Success): I wish to bounce in and interrupt on that one since you simply keyed into the following query that I needed to ask. So excited about all of the hype in AI and all these various things we’re speaking about—that are enjoyable—however, in plain language, what’s the change that the enterprise leaders want to essentially perceive? What’s the large image to assist deliver us to that?

Duane Forrester (duaneforrester.com): So initially, there are new metrics that must exist. I’ve outlined them a bunch of occasions. You guys have learn them within the ebook. I’ve obtained a Substack about them as effectively. After which, frankly, if folks wish to use these metrics, that is nice. In the event that they provide you with their very own, that is fantastic.

The purpose right here is you have to look past conventional search metrics to be able to clarify conduct and have a look at what’s taking place. And even the very best performers, the way you carry out in an LLM reply atmosphere is vastly completely different than what you are used to.

So for one factor, I feel in case you’re a CEO, you’d higher wrap your head round this concept that it isn’t rational to go and ask ChatGPT and count on to see your model as a part of that reply. And proper now, CEOs count on that after they go to Google or Bing they usually kind in a query or one thing associated to their enterprise.

And traditionally, over the past 20 plus years, it has been stalk down the corridor, yell on the search engine optimization, “I simply entered this question. Why do not we rank primary? That is your job. get it achieved,” and CEO leaves and search engine optimization will get to work and so forth. Some model of that.

Stewart Gandolf (Healthcare Success): I’ve by no means had that occur earlier than.

Duane Forrester (duaneforrester.com): However that is simply not the best way it operates immediately as a result of in case you do wish to be part of it, you have a look at the CEO in that scenario you say—I’d advocate calm—and “let’s stroll you thru how that builds its reply.” And also you undergo that cycle and clarify it.

After which they notice, “Oh, cling on a second. I’ve to behave as if my firm was a person. And if I’m that particular person, how do I seem to the world? Am I reliable? Do I reply all questions totally? Have I lined every little thing? Do I seem like the skilled that I am telling everybody that I’m?” All of this degree of belief.

So in case you thought E -E -A -T was cumbersome, I simply revealed a Substack the place I launched SSIT. And it is simply an acronym. I made it up. Individuals ought to take these as leaping off factors and go use this to creatively determine how issues apply to your occasion. However it’s a special layer of belief, and you actually have to have the ability to show it.

After which that takes us into, how does your proof get consumed by an LLM? And if folks aren’t conversant in issues like widespread crawl.org, they need to most likely wrap their heads round this and they need to most likely be trying to that it isn’t a silver bullet however it’s an indicator, and in case you consider archive.org, you consider the Wayback Machine—this sort of concept widespread crawl is actually, that it is a snapshot of the web designed to be handed to providers that want that snapshot that use that data.

And all the foremost LLMs use their knowledge set as a part of their coaching materials for the LLM. So in case you’re not in that knowledge set, and also you guys have all had this dialog with Claude or with ChatGPT, you ask a query and it is like, increase, this is your reply. And also you’re it. And you are like, “it isn’t fairly proper.” Sure, however I really feel like that is 5 years outdated. I believed it was new. I feel I keep in mind one thing brisker.

And then you definitely return and also you ask him, goes, “Oh, let me do a stay internet search.” After which it comes up with utterly completely different data associated to the reply. And you are like, “Oh, that is higher.” It is rapid tuning, if you’ll, it’s designed to chop down on spinning CPUs.

So as an alternative of doing the stay work, which is extra computationally intensive, it will get lazy by programming and definition and goes, “Oah, let me examine the encyclopedia I’ve obtained right here.” Nicely, the encyclopedia is from 1978. So it is easy to see that there are new international locations since then. There are various things which might be taking place.

It’s vital to be within the coaching knowledge, however you must perceive why you are within the coaching knowledge. I am knowledge proper now for an enormous brand-name firm, and I’ve obtained a pipeline plugged into Frequent Crawl, and it is coming again with their data. And the knowledge that I am seeing is that they had been final included in Frequent Crawl beneath this URL in 2014.

So the very starting of Frequent Crawl was when this model was final gone. And I do know precisely what the issue is. A couple of years in the past, they put a redirect on their trailing slash to ENUS. And now every little thing exists beneath the ENUS. So when the crawler exhibits up, it punted over. It ingests all of that. And in case you go in and ask the system for the trailing slash model area, it says, “The one stuff I’ve is from 2014.”

So welcome to search engine optimization in 2026, the stuff you did not know that might be impacting you, proper? Like, it is loopy, loopy sophisticated now.

Brandon Schakola (Healthcare Success): Yeah, I have been saying for some time, the shift within the mindset for technical search engine optimization is, it nonetheless issues, however that additionally it issues in a wider sense as a result of you must deal with manufacturers as a knowledge set.

Duane Forrester (duaneforrester.com): Yeah, pay attention, and it is this complete, like, Brandon, I noticed your head nodded once I was saying, like, “if what you are promoting is an individual, then what are you want as that individual,” proper? I imply, that is not a brand new analogy, but it surely’s very apt on this scenario since you’re coping with an artificial pondering system that to some folks seems to behave like an individual and it is judging you in the same manner.

And in order that nuance on belief, like, these platforms, they’ll simply skip you as a result of, once more, they’ve the world’s knowledge at their fingertips. So developing with the reply is not the place they stumble, you already know? Like, it is on the market.

If you happen to’ve ever had that second the place you thought, “certainly this product exists on the web, I simply should go discover it,” and also you simply know that it exists, regardless that you are struggling to search out it, that is LLMs now. I assure you the reply is on the market. They’ve every little thing they want for it. The battle is how do you get them to say, “Oh, I like Stewart. I like Brandon. We’ll embody them. They’re good guys.”

Stewart Gandolf (Healthcare Success): I am glad any individual does, Duane. So, Duane, I will ask you, like, you simply led me into, I can not. I am on the sting of my seat. Like, I can not wait to ask him about this.

So that you talked about the 2 gates in your ebook. I feel you simply led proper into that. Like, clarify the 2 gates. I feel that is related to what we’re doing right here.

Duane Forrester (duaneforrester.com): So look, these two gates, and I will refine this, okay? As a result of from the time that I wrote this to now has been measurable progress by the platforms, okay? So we’ll outline the 2 gates as they’re within the ebook proper now, which is machine-validated authority.

After which the second is named a common verifier. So the machine-validated authority, I need you to consider it as sort of like all of the work you are doing in E-E-A-T, and it is going by means of and it is checking off the containers. And it is saying, “You are a member of the native chamber of commerce, You are a member of this. You are a member of that. You have obtained this certificates. I see your instructional element and blah, blah, blah, blah,” all the best way down, regardless of the listing is that it has.

It is searching for these overt issues that it will probably cling to and say, “Ah, I belief Stewart. This appears to be like like a footprint of belief. Okay? There it’s.”

You realize, Brandon and I’d have a look at you and say, “He has a reliable face.” No matter which means, the AI is doing the same factor together with your footprint and saying “This appears to be like reliable; subsequently issues produced by him ought to be given a re-evaluation,” as a result of in case you failed that first machine vetting of you do not discuss your background, you do not discuss your training, you haven’t any certificates—all of these issues, neglect it You are simply not included within the reply.

You failed the primary gate. You do not transfer ahead, proper? Like, do not cross go. Your sport of Monopoly is ended for you. You are out of money.

That common verifier, although, that is one thing the techniques are engaged on. We talked earlier about you’ll be able to dial down hallucinations. The entire level behind common verifier is to cease the reply earlier than it hits any one in every of us and ask the query, “Hey, is that this related? Is it protected? Is it correct?”

So the common verifier, that is sort of corny to place it this fashion, but it surely’s an LLM, reality checking in LLM. So, you already know, everyone have amusing there for a second and insert your jokes right here. However its solely job is as a police officer. It has no different job. And so its focus is such that its capacity to hallucinate is vastly mitigated, like extraordinarily low.

And once more, I’ve a Substack on this. There’s hyperlinks in there to work that I do know Google’s engaged on, and the foremost platforms are engaged on that discuss this idea of a common verifier. Just one group makes use of that phrase was helpful for the ebook and it is easy for folks to wrap their head round.

What we’re beginning to see, although, is we’re beginning to see parts of that idea get embedded into new fashions of Claude and of ChatGPT. And I am fairly certain Google’s doing their half with GeminI and so forth. So this idea of you present up and also you’re examined at one degree, it is like taking a 101 degree class, proper?

Like, okay, effectively, you needed to undergo highschool. Now you are in college and also you’re at 101. Nice, you are actually sensible; that is superior. You realize a bunch of these items. That is nice. If I gave you the 201 take a look at proper now you’d fail, however you are at 101 so undergo all of that you simply cross that take a look at now you can begin studying 201 after which once you undergo all of which you could take that take a look at after which possibly graduate to the Ph.D. degree. That is actually what we’re going by means of with all of this utilized to belief and belief indicators

So these two gates are an enormous deal as a result of they’re the, you are gone and also you simply do not matter. You’re mud on the ground or, “Hey, that sounded nice, however we do not want it for this take of the tune. So we’ll lower that out of the tape and you are not within the remaining model of the tune.”

Stewart Gandolf (Healthcare Success): That is an important metaphor from a guitar maker for certain.

Duane Forrester (duaneforrester.com): Proper?

Stewart Gandolf (Healthcare Success): The place do most companies fail at this? How do they even know the place they’re failing on the gates?

Duane Forrester (duaneforrester.com): Sadly, most of them fail on the primary degree. And that is the place I feel that it is actually vital to know the worth of skilled practitioners. As a result of in case you’re approaching search engine optimization as like a checklist-style factor the place you simply sit down and also you say, “you have not achieved this, go do that, go do that, go do that,” you accumulate your cash each month out of your consumer and off you go.

Or that is the way you strategy issues in your organization the place you go inform a bunch of individuals, “listed below are all of the issues you have to get achieved” and also you anticipate them to finish their work.

That is actually not a great way ahead immediately as a result of it is virtually like what I would like you to do is—if anybody has ever had a canine or a cat of their life or a pet, you may perceive the idea of zoomies the place they only go like loopy. They’re darting round they usually’re all over, like a pinball in a pinball machine going nuts. And in my home, we name that exploding, the place you see your canine and the canine desires to be in every single place all of sudden.

That’s now your existence as an search engine optimization. You need to be in every single place all of sudden. You need to contact every little thing. You need to know all of it.

There’s actually a quote from Satya Nadella. I labored with him once I was at Bing and he was at Bing, and he used to say this factor. I even have it written on the whiteboard behind me. It is proper on the prime. You guys cannot see it as a result of it is lower off by the digicam. However I’ve a bit of be aware written up there. And the be aware is, the quote from Satya is, “Do not be a know-it-all, be a learn-it-all.”

And each search engine optimization immediately, if that is your profession and that is your focus, you must be a learn-it-all.

My life has been taken over by all of this. Evenings, weekends, right here, there on my telephone, once I’m out for a stroll. I’ve discovered methods to weave studying and training and data and pondering and creating all through all of my life’s existence, just because that is what it takes from me at this level in my profession to really feel like I can nonetheless see the entrance edge.

I do not suppose I am maintaining with it. I can nonetheless see it as a result of maintaining with it’s a complete different degree.

Stewart Gandolf (Healthcare Success): I like that. I like that idea. By manner, I did not point out this actually. Your credentials are so impeccable. Like anyone who understands the CEO, it is like, wow, Bruce Clay Yeah, all these various things that we’re all, like, we have a look at and schema .org, all of it. And I like the truth that you’ve that humility to proceed to be taught.

And Brandon, I would like to cross the ball to you for a sec in regards to the studying a part of it. As a result of Brandon and I are the identical manner. Brandon is working 12-hour days with us generally, and it is nonetheless spending time studying extra of it.

Any touch upon that, Brandon?

Brandon Schakola (Healthcare Success): I feel it is a part of that a part of the existential disaster of understanding you continue to should do your regular job which is being an search engine optimization however the flooring is sinking as a result of the objective goes additional up and it is that nervousness of not figuring out it is driving us ahead at this level. I do not know if there is a new time period for it, or search engine optimization nausea or one thing, however we most likely ought to have one.

Duane Forrester (duaneforrester.com): I will let you know, Brandon, you sort of nailed it, proper? And once more, I’ve talked about this a bit of bit within the ebook and on my Substack. I did a survey of jobs, search engine optimization jobs just lately, the place I checked out, I feel it was near 300 jobs, and I took a have a look at what number of of these job descriptions, and these are all stay jobs, what number of of them talked about AI ultimately, whether or not it was ChatGPT by title or AI or the phrase LLM or geo or one thing associated to this new rising area. And it was like 2% of them that truly talked about it.

And now this is my takeaway, okay? Largely unknown to the viewers. I’m lucky. My spouse’s profession has been in human assets, and he or she is a director along with her firm. She is a really senior HR practitioner. She truly teaches the certification class for folks desirous to get the state certification in HR in California at California State College. In order that’s one of many issues she does.

So level being, I’ve expert-level HR in my kitchen. I make lunch for her. It’s that accessible to me. And I sat down along with her and requested her, “Is that this rational?” And she or he goes, “It’s not rational, but it surely’s actual.” She sees it within the jobs that she’s hiring for and whatnot. And the craziest a part of it’s, we have now firms proper now which might be hiring SEOs for skillsets that in two years, they will be asking various things of them.

And those self same firms do not need any course of internally for tips on how to prepare the individual they employed into these abilities. So in some way all of those firms are hiring you, anticipating that you’ll, by means of osmosis, I suppose, be taught all of this by yourself time, and you’ll grow to be an skilled on it sufficient to influence their backside line.

Save the corporate, develop the corporate, no matter your backside line occurs to be, and it is a elementary drawback. And what I see are, I see lots of people sitting on the fence throughout our trade of, you already know, “I do not actually like this. I am not going to get behind it. I am not going to give attention to it.” They decide aside little issues. And but behind the scenes, I do know everyone is working their backsides off to attempt “How do I make the most of this? What do I do with this? You realize, do I construct one thing with it? How do I take advantage of it to do my work extra effectively?

I feel it is protected to say all of us perceive the effectivity good points which might be available from this. However my largest takeaway is, in case you’re utilizing all of those techniques and you might be speaking about this stuff, you must be an expert-level PM once you’re utilizing these techniques. I described it just lately as it is the distinction between Ironman and Superman. And in case you strategy this and also you say, “I need the LLM to be a Superman, I wish to simply inform it what I need, and I need it to go and determine all of it out.” That is agent-level stuff. And fairly frankly, we’re not there but.

Iron Man, then again, is the swimsuit that amplifies every little thing you do. It’s what makes you stronger, quicker, higher. And that is the place we’re. You need to be the pilot in an Iron Man swimsuit. You do not simply get in it and say “Go combat the unhealthy man,” like, yeah there is a unhealthy man; I will get you there, however throwing the punches is obtained a neat course on that, proper, and that is our actuality with regards to the place we stand.

Stewart Gandolf (Healthcare Success): I like these metaphors and I’d simply say as a fast apart, I marvel at how you already know, going again to your form of “search engine optimization by numbers,” you already know, like mainly “do that and this and this and this” and that’s the old-fashioned. A variety of firms construct their scaling round that. They’re looking for a replicable system.

And I get it. And I want we may try this extra with our brokers.

Duane Forrester (duaneforrester.com): And you continue to want to try this work.

Stewart Gandolf (Healthcare Success): Yeah, yeah.

Duane Forrester (duaneforrester.com): You may’t simply abandon that, proper? You need to full it.

Stewart Gandolf (Healthcare Success): However the perception and the expertise—it is such a driver. One of many questions I ask AI, which is all the time enjoyable, and ask it about itself, “Is AI going to make us smarter or stupider?” And I feel my opinion on this, and what the AI stated is, it’ll most likely elevate the tide, however the folks which might be sensible that basically are devoted to studying are simply going to get that a lot greater of a bonus.

They already had a bonus, proper? They’ve extra training, they’re smarter as a result of now it is turbocharging them so now they’re capable of transfer a lot quicker.

Duane Forrester (duaneforrester.com): That and I feel it additionally retains your mind sharper. That’s what is going on to occur, as a result of in case you spend any time utilizing these platforms you see them make errors in actual time answering you, and you must appropriate that and that forces you to remain up to the mark, so in case you…

Brandon Schakola (Healthcare Success): Yeah, actually, but it surely additionally sort of like—Nate B. Jones talks about this lots as effectively and his Substack is the way it’s altering and shaping us is that it is requiring a sure degree of readability earlier than even getting in there.

Duane Forrester (duaneforrester.com): PM abilities.

Brandon Schakola (Healthcare Success): Yeah.

Duane Forrester (duaneforrester.com): You have to plan this out, proper? I do not find out about you guys or the listeners on this, proper? However it is a frequent factor for me, like every day. I get so deep right into a thread on Claude, and I’ve the complete paid for like every little thing, proper? So I am completely unlocked. I get so deep right into a dialog that the system runs out of capability and may not correctly perform in that thread.

And what I’ve needed to do is educate myself that when my slider will get this large on that monitor, that is the indication to me to ask it to reframe every little thing into a brand new immediate to begin a dialog with the utmost contextual consciousness for persevering with that thread.

And I imply, you’ll be able to beat your head in opposition to the wall and get like mainly what I consider as stupider and stupider solutions as you go deeper, however there’s clearly an ebb and move that occurs with these techniques as you begin a dialog and then you definitely’ve touched all of the items the place it will get smarter about every little thing it is pulling in after which it actually is spectacular with what it will probably do after which it begins to neglect issues or confuse issues or sort of mash issues collectively and that is the place you are available in to play.

For this reason at like hour 12 or 13, I’ve to stroll away as a result of I am getting punchy. I am getting like I will miss issues and I will say sure to one thing and it will generate some code for me and it wasn’t what I needed. Watching for that’s so important. So does it make us smarter? I feel probably. However in the end it is like a spoon, proper, it actually comes all the way down to the way you’re utilizing the software.

Stewart Gandolf (Healthcare Success): I’d say it satisfies my curiosity. I did not notice how curious I used to be till I got here out as a result of now there is no query—I can be taught something about something actually quick and so I feel that pure curiosity I’m glad I’ve as a result of I’ve by no means been capable of feed it so quick.

The opposite factor you simply talked about there may be that does scare me there are occasions the place I’ll catch it making a mistake or I’ll catch that there is quite a lot of occasions the place the context is not proper so I will ask it a query about one thing that is occurring in politics and it will give the other standpoint, like for like a journalist for stability, like “Wait I did not ask you for that. I am not searching for factual again right here, not, you already know, political feedback. I used to be simply looking for a reality.”

Go forward, Brandon, so you’ve a touch upon that.

Duane Forrester (duaneforrester.com): I used to be going to say, I see this on a regular basis the place you inform it to not fixate on one thing, and the one course it takes is fixate now. And the following reply you get is strictly what you stated you did not need. And then you definitely’re like, “No, no, I stated, do not fixate on that.” “Ohhhhh. Mistake.”

Brandon Schakola (Healthcare Success): You realize, I am like, okay. It is sort of just like the, I am glad you are speaking about this as a result of I’ve had this in my thoughts for some time that basically our function as search engine optimization now’s turning into context engineers. Mike King says “relevance engineer,” however I feel it truly is a contextual, like a broader drawback.

And inside that, it is like anybody working with ceremonial magic or another esoteric factor, that simply by mentioning the factor, you invoked the factor that you simply did not need.

Duane Forrester (duaneforrester.com): Yeah, precisely. Proper?

Brandon Schakola (Healthcare Success): So you actually do should suppose with these, like, huge guardrails and unbelievable readability and accuracy in how we work with this.

Duane Forrester (duaneforrester.com): You realize, Brandon, I feel that is an extremely missed vital level, proper? The accuracy and the readability. So once more, that is my Superman/Iron Man analogy, proper? If you happen to hit that context field and also you give it a sentence and also you persuade your self together with your clean human mind that there is no manner they’ll suppose something aside from what I am pondering once I give it this sentence. It is advisable to examine your self on the door as a result of as somebody who labored inside a search engine and I’m intimately conversant in the idea of disambiguation and the way vital it’s, these techniques will not be Superman. They aren’t Kresskin. They aren’t studying your thoughts once you write that sentence.

Like, you simply watch. If you give Claude, you full one thing and also you say “Oh man that labored superior,” once you watch when it is pondering out loud what it is saying it is saying “parsing ambiguous assertion from consumer” so its first contact on that’s actually the admission “I’ve no context for what this implies” and so once you’re excited about asking it, giving course, making an attempt to make use of it that will help you replace one thing, outline the envelope, take away as a lot doable offramp as doable. So there is just one street that it may probably go down.

And in case you stated to 100 folks, does this make sense? 100 folks find yourself at the very same spot you suppose they need to. Meaning you’ve got obtained the readability and you have gone to the depth. That is how you must write this stuff, which when you concentrate on it’s actually problematic as a result of all of us flip to those issues and we’re like, “write me an article on search engine optimization.” And, you already know, like 5 ,000 phrases later, you’ve got obtained an article on search engine optimization. I’ve to do little or no. I obtained an outsized ROI for my time and enter.

And that is what folks suppose this stuff are. It is made worse by folks operating round saying, “brokers,” and “it’s best to enroll right here.” And “Here is a cryptic Tremendous Bowl advert. Go declare your title in your agent at AI, blah, blah, blah.” And like any such factor is problematic as a result of they are not able to that but. And so I get it.

We’re shifting in that course. I feel it is a logical course. And with tens of billions of {dollars} being poured into it, we’ll get there. There is not any query. However I would prefer to construct a tenting bot the place it solutions all questions on tenting, and simply personal that area. However even then, it’s not slim sufficient. It’ll drift off and do stuff, and the way do you repair it?

Stewart Gandolf (Healthcare Success): We’d love to speak about all these things for the geek sides of us, Brandon and I do that perpetually offline, however I would prefer to deliver it again to the enterprise leaders which might be listening. And, Duane, I would like to have a few of your ideas about, what are the most important errors they’re making? After which we’ll pivot from there to what we might like what they need to be doing, you already know, Monday morning. Body that for us.

Duane Forrester (duaneforrester.com): Look, very first thing, we’re measuring issues incorrectly. We’re measuring the improper issues. If you happen to’re strolling in because the enterprise chief and you are still all of the search engine optimization metrics, it is time to have a dialog with the crew and say, “Hey, what new metrics may we be that inform us a narrative of what is taking place in an LLM interface?” Okay?

What I am hoping is occurring is most SEOs have already had that dialog with their government. However, you already know, you as an government get handed data and also you’re advised this is the story. It is actually vital for you as the chief to take a look at that and say, is that the entire story? Is there extra to this story?

Like, if I ask you an identical query, why do not I rank primary in Google? And I stated, why am I not the reply to ChatGPT? Let’s have that dialog, you already know? In order that’s the very first thing, proper? Measuring the improper issues.

And it isn’t even the improper issues as a result of we nonetheless should give attention to issues, like your key phrase analysis and build up from that after which going by means of issues. Do you rank effectively? And what’s your proportion of the footprint? And all of these items remains to be vital.

The second factor that I see, although, is executives deal with optimizing for AI solutions because the search engine optimization crew’s drawback. They’ve just about all turned to the search engine optimization and stated, “Repair it. You converse a bizarre language. That is one other bizarre language. Go.” And off they go.

And pay attention, as an search engine optimization, you be ok with that as a result of that makes you are feeling protected in your job. If I be taught a bit extra and I do know a bit extra and I speak a bit extra, then I’m very important and that that feels good proper that is actually vital however the issue is it is a cross-functional alignment that has to occur. You may’t have PR doing one factor. You may’t have advertising organising campaigns on their very own. You truly should have IT tuned into this.

I will lose my thoughts once I see robotic TXTs which might be blocking the crawlers for the AI platforms. I am like, so that you simply by no means wish to be part of the dialog? Acquired it. Okay. You realize, welcome to Sears. Right here we go.

And that is actually a elementary. And but the controversy rages on. Oh, ought to we? Should not we? Look, I can let you know proper now. First off, they have already got your content material. Second, your content material? Not that valuable. It is not that large a deal. Don’t be concerned. Both 1 ,000 monkeys with 1,000 typewriters are going to provide you with that piece of content material in some unspecified time in the future as a result of odds are—or they have already got it. And so, you already know, you are preventing the improper battle.

However PR, engineering, authorized, content material, everybody. You have to be on the identical web page. You have to be having cross-team conferences so everybody is aware of how they influence the entity that’s the enterprise and the way it’s seen by the platform, okay?

And the third, third primary, or third space, persons are ready. They’re making an attempt to take their time. They’re approaching this, like, look, I went by means of and I researched all this and what I found out was the replace sample that we noticed from Google, there are main updates, the core updates that they do, proper? We noticed the sample of what the frequency was on that. After which I went and I mapped the frequency of notifications about new options coming from Open AI and Anthropic, simply these two firms are on a cadence that’s 1.9 to 2.1 occasions quicker than Google’s core updates.

So in case your total group is predicated round this idea of each six months or so, there is a large replace and that is it, or yearly we have now this one and that one actually impacts us as a result of it is native or it is YMYL, all these ideas. And also you suppose there’s cadence to this? Hell no, there may be not.

Brandon Schakola (Healthcare Success): It blew up this previous yr.

Duane Forrester (duaneforrester.com): The one cadence that exists proper now’s somebody gave another person billions of {dollars} and stated “Go make me trillions of {dollars}.” Okay, I’m gonna go Dr. Evil on it. And now they’re respiratory down the neck of that individual saying, “The place are my quintillions of {dollars}?”

And in order that individual now, the one factor they’re targeted on: push quicker, push more durable, do extra, present extra, have interaction extra, a billion, two billion a day, three billion a day. Like that is their focus, not “Let’s put out an replace as soon as each six months to a core product.” That could be a utterly completely different mindset.

So these are the three areas, I feel, proper? Pace, unity inside the group, and what you are truly utilizing to let you know the story of what is actually taking place.

Stewart Gandolf (Healthcare Success): I find it irresistible. All the things you simply stated resonates a lot. We simply had a dialog with our head of our inner advertising crew about ungating all of our webinars and ungating all of our ebooks. It would not make sense anymore. It made sense in a special time, but it surely would not make sense now.

We’ve this unbelievable thought management and what, are we nervous any individual may discover our thought management? No, we would like them to really discover it.

So it’s a completely different period, however that is a strategic resolution, proper? As a result of there’s a draw back to that.

Duane Forrester (duaneforrester.com): It is a very strategic resolution, Stewart, as a result of all of us lived on this world of, “I’ve content material that I will put out that I’ll present that makes me an skilled. Then I’ve content material that is behind a gate that proves I am the skilled to those that are paying me. And that is how they know they’re getting worth.”

And now we really need to point out all of that content material to a 3rd social gathering in order that they’ll decide if I’m the skilled that I say I’m in order that they’ll inform different folks I am the skilled in order that these folks will come and pay me for my experience.

It is the identical cycle, however we have sort of invited a 3rd social gathering to the dialog now they usually demand full entry. So I will let you know, they who open the kimono first will probably be extra common.

Stewart Gandolf (Healthcare Success): Yeah, for certain.

We’ve a very good platform for—in our little world, we have been doing this content material however—you do not know this, however we have been doing content material advertising earlier than that phrase existed by a very long time, however we wish to all the time keep related. I talked to Brandon in regards to the tiger, how far forward of that tiger I’m I? Generally I really feel like a mile forward generally I really feel like about three ft. If I stumble, I am consuming, so you have to keep forward of the tiger.

So the very last thing then is, earlier than we discuss tips on how to discover out extra from you is as a enterprise chief listening proper now, what are the primary issues they need to be doing on Monday morning?

Duane Forrester (duaneforrester.com): Okay, very first belongings you guys wish to be targeted on is you wish to go, like, let’s check out the three issues that we recognized that want specializing in. Primary factor you are going to do is you are going to sit down and you are going to have a dialog together with your crew and ask your crew, “Are you all speaking about this and also you’re all speaking about it the identical manner on the identical web page?”

If not, you set a plan collectively, make that occur. As a result of proper now, it is actually arduous to get an search engine optimization calling the IT crew. IT simply would not submit a ticket and also you’ve obtained to attend and there you go. It actually must get tighter than that on the inner relationships.

You will note firms that may pull ahead as a result of they’ve achieved this and it’ll make a distinction for them over time. You undoubtedly wish to be speaking about “What tales ought to I concentrate on that I’m at present not being advised? What metrics are we monitoring? What’s our well being appear like?”

In order that complete concept of “What does my well being appear like already as an organization?” You now should determine the brand new metrics and begin normalizing these. And so they do not should be metrics that an trade agrees on, however these can simply be your individual metrics in your organization.

Frankly, I say monitor greater than you want. After which over time, you may discover that metrics simply do not actually present any leverage so you’ll be able to cease monitoring them and that is it.

I’ve created 12 of these metrics, however remember a few of these metrics, we’ll by no means have entry to the info. It is platform-only knowledge. However it’s vital for a enterprise to know that the info within the platform is utilized by the platform to make selections and that these are the forms of metrics they’re searching for. As a result of, once more, how do you seem once you step exterior as the corporate individual? You may affect these different metrics.

I’m an enormous fan of continuous to be taught. If I had been you guys, and also you hear this on a regular basis, we hear this on a regular basis, is everyone saying, “You need to use AI extra” and this sort of concept.

Begin studying about it. I’ve frameworks on my private web site at duaneforrester .com. Go, the frameworks are free. One in all them is the 90-day studying path that I define. It is within the ebook as effectively. Like, listed below are issues you are able to do over a 90-day interval to extend your understanding and effectivity with AI, proper?

Put one thing like that collectively in your organization so that everybody looks like, “Oh, we’re all studying one thing. Here is why we’re studying it.” It wasn’t only one group that was advised, “Go do one thing with AI,” after which they do inner displays. It means to be everybody. Like, these are the vital issues, proper?

There is a scoring system in there as effectively. If you wish to be actually, actually geeky about this, are available in on Monday morning and use that scoring system and begin monitoring your self in a spreadsheet. See the way you’re displaying up for solutions, whether or not you are being cited. So there is a hyperlink. Talked about, you are talked about, however there is no hyperlink. Paraphrased, you already know you are within the a part of the reply, but it surely’s not your phrases per se. Otherwise you’re not cited in any respect.

These are the 4 states which you could exist in. And you can begin monitoring that tomorrow morning if you’d like.

Stewart Gandolf (Healthcare Success): Duane, I will ask you about the place to ship folks in only a second. You have already began that. However Brandon, any of the ultimate feedback first earlier than on this subject? After which we’ll give Duane…

Brandon Schakola (Healthcare Success): I’d agree with Duane. Like, this isn’t a time to sit down on the sidelines this yr. If you have not began banging your head up in opposition to this wall but, there are additionally different assets exterior of those Duane talked about.

There’s one thing known as AI Cred. I feel that was simply launched the place there’s a complete system the place prefer it actually exams how good you might be at that form of readability second that we’re speaking about.

That is one other good one. This was enjoyable. Good chat.

Stewart Gandolf (Healthcare Success): I’d say that for certain the urgency a part of it, you already know, our enterprise lives on its web site, we do talking, we do writing, we do exhibiting, we do numerous various things however the web site remains to be actually vital for us and the urgency of updating varied key sections, similar to you are speaking about, creating content material round issues that weren’t even a problem a yr in the past, are actually vital to us.

I feel that our purchasers as effectively, it is like “We wish to be within the lead place.” So working our personal stuff in addition to for our purchasers to pivot as quick as you’ll be able to to get a management place or preserve the management place.

 So that you had a few different, along with duaneforrester .com, what different locations would you prefer to level them towards?

Duane Forrester (duaneforrester.com): Look, I will hold it easy for folk, proper? There’s three issues I need to remember. Duaneforrester.com will discover me. I’ve obtained free frameworks and assets on there, a few of that are from the ebook.

So if you wish to get an concept of what the ebook’s all about, go there, get it, take the frameworks, use them.

Second is, you already know, go hit Amazon and lookup The Machine Layer. And in case you have a duplicate of the ebook, go away me a assessment. Books stay and die based mostly on evaluations.

Drop a assessment and assist me alongside and clearly if people wish to join on LinkedIn, I am simple to search out. If people have questions they usually know you guys, name Stewart  or name Brandon. They’re going to get me on the telephone and we will have a dialog. Simply attain out if people want something.

Stewart Gandolf (Healthcare Success): That is superior Duane, I advised you this could be enjoyable. Hopefully you agree.

Duane Forrester (duaneforrester.com): This has been superior.

Stewart Gandolf (Healthcare Success): So excellent. Nicely, I wish to thanks, Duane, for becoming a member of us. Brandon, thanks for being a part of the decision as effectively. I hope our listeners have loved this. That is, you already know, sort of a grasp class immediately. And Duane’s such a pacesetter within the discipline. I like having you. Thanks for saying sure so rapidly. And I hope to have you ever on once more sometime quickly, particularly when your new venture proclaims. We’ll make it possible for we’ll be glad to cowl it for you. Thanks once more.

Duane Forrester (duaneforrester.com): Brandon’s seen it. In all probability one other two or three weeks, I am pondering.

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