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    Home»Engagement»AI Platform Founder Explains Why We Need To Focus On Human Behavior, Not LLMs
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    AI Platform Founder Explains Why We Need To Focus On Human Behavior, Not LLMs

    spicycreatortips_18q76aBy spicycreatortips_18q76aSeptember 19, 2025No Comments7 Mins Read
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    AI Platform Founder Explains Why We Need To Focus On Human Behavior, Not LLMs
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    Google has been doing what it at all times does, and that’s to continuously iterate to attempt to retain one of the best product it may possibly.

    Giant language fashions (LLMs) and generative AI chatbots are a brand new actuality in search engine optimisation, and to maintain up, Google is evolving its interface to attempt to cross the divide between AI and search. Though, what we must always all bear in mind is that Google has already been integrating AI in its algorithms for years.

    Persevering with my IMHO sequence and chatting with consultants to achieve their precious insights, I spoke with Ray Grieselhuber, CEO of Demand Sphere and organizer of Discovered Convention. We explored AI search vs. conventional search, grounding information, the affect of schema, and what all of it means for search engine optimisation.

    “There’s probably not any such factor anymore as conventional search versus AI search. It’s all AI search. Google pioneered AI search greater than 10 years in the past.”

    Scroll to the top of this text, if you wish to watch the total interview.

    Why Grounding Knowledge Issues Extra Than The LLM Mannequin

    The dialog with Ray began with one in every of his current posts on LinkedIn:

    “It’s the grounding information that issues, way over the mannequin itself. The fashions can be educated to attain sure outcomes however, as at all times, the index/datasets are the prize.”

    I requested him to increase on why grounding information is so necessary. Ray defined, “Except one thing radically modifications in how LLMs work, we’re not going to have infinite context home windows. In the event you want up-to-date, grounded information, you want listed information, and it has to return from someplace.”

    Earlier this 12 months, Ray and his group analyzed ChatGPT’s quotation patterns, evaluating them to look outcomes from each Google and Bing. Their analysis revealed that ChatGPT’s outcomes overlap with Google search outcomes about 50% of the time, in comparison with solely 15-20% overlap with Bing.

    “It’s been recognized that Bing has an historic relationship with OpenAI.” Ray expanded, “however, they don’t have Google’s information, index measurement, or protection. So ultimately, you’re going to supply Google information a method or one other.”

    He went on to say, “That’s what I imply by the index being the prize. Google nonetheless has a large information and index benefit.”

    Curiously, when Ray first introduced these findings at Brighton search engine optimisation in April, the response was combined. “I had individuals who appeared appalled that OpenAI can be utilizing Google outcomes,” Ray recalled.

    Perhaps the anger stems from the wishful concept that AI would render Google irrelevant, however Google’s dataset nonetheless stays central to look.

    It’s All AI Search Now

    Ray made one other current remark on-line about how folks search:

    “People are searchers, at all times have been, at all times can be. It’s only a query of the expertise, conduct, and the instruments they use. Deal with search as a primitive and being discovered and you’ll ignore pointless debates about what to name it.”

    I requested him the place he thinks that SEOs go flawed of their method to the introduction of GEO/LLM visibility, and Ray responded by saying that within the trade, we regularly have a dialectical rigidity.

    “We’ve got this bizarre tendency in our trade to speak about how one thing is both lifeless and dying. Or, that is the brand new factor and it’s important to simply rush and overlook the whole lot that you simply discovered up till now.”

    Ray thinks what we must always actually be specializing in is human conduct:

    “These items don’t make sense within the context of what’s taking place total as a result of I at all times return to what’s the core instinctual human conduct? In the event you’re a marketer your job is to draw human consideration by their search conduct and that’s actually what issues.”

    “The key query is what’s the expertise that’s going to mediate that human conduct and their consideration mechanisms versus what it’s important to supply, you already know, as a marketer.

    “There’s probably not any such factor anymore as conventional search versus AI search. It’s all AI search. Google pioneered AI search greater than 10 years in the past. They’ve been doing it for the final 10 years and now for some cause everybody’s simply determining that now it’s AI search.”

    Ray concluded, “Human conduct is the fixed; experiences evolve.”

    Schema’s Function In LLM Visibility

    I turned the dialog to schema to make clear simply how helpful it’s for LLM visibility and if it has a direct influence on LLMs.

    Ray’s evaluation reveals the reality is nuanced. LLMs don’t instantly course of schema of their coaching information, however there’s some restricted affect of structured information by retrieval layers when LLMs use search outcomes as grounding information.

    Ray defined that Google has primarily educated your complete web to optimize its semantic understanding by schema markup. The explanation they did this isn’t only for customers.

    “Google used Core Net Vitals to get your complete web to optimize itself in order that Google wouldn’t should spend a lot cash crawling the web, they usually type of did the identical factor with constructing their semantic layer that enabled them to create a whole new degree of richness within the outcomes.”

    Ray burdened that schema is just getting used as a touch, and it shouldn’t be a query of does this work or not – ought to we implement Schema to affect outcomes? As an alternative, SEOs must be specializing in the influence on person and human conduct.

    Entice Human Consideration By Search Habits

    Binary pondering, reminiscent of search engine optimisation is lifeless, or LLMs are the brand new search engine optimisation, misses the truth that search conduct stays basically unchanged. People are searchers who wish to discover info effectively, and this underlying want stays fixed.

    Ray stated that what actually issues and underlines search engine optimisation is to draw human consideration by their search conduct.

    “I feel folks can be compelled to grow to be the entrepreneurs they need to have been all alongside, as an alternative of ignoring the person,” he predicted.

    My prediction is that in a number of years, we are going to look again on this time as a constructive change. I feel search can be higher for it because of SEOs having to embrace advertising and marketing abilities and grow to be inventive.

    Ray believes that we have to use our personal information extra and to encourage a tradition of experimenting with it, and studying out of your customers and prospects. Broad research are helpful for course, however not for execution.

    “In the event you’re promoting airline tickets, it doesn’t actually matter how persons are shopping for pet food,” he added.

    An Trade Constructed For Change

    Regardless of the disruption, Ray sees alternative. SEOs are uniquely positioned to adapt.

    “We’re researchers and builders by nature; that’s why this trade can embrace change sooner than most,” he stated.

    Success within the age of AI-powered search isn’t about mastering new instruments or chasing the newest optimization strategies. It’s about understanding how folks seek for info, what experiences they anticipate, and learn how to present real worth all through their journey, rules which have at all times outlined efficient advertising and marketing.

    He believes that some customers will ultimately expertise AI exhaustion, returning to Google’s acquainted search expertise. However finally, folks will navigate throughout each generative AI and conventional search. SEOs should meet them the place they’re.

    “It doesn’t matter what we name it. What issues is attracting consideration by search conduct.”

    Watch the total video interview with Ray Grieselhuber beneath.

    Thanks to Ray for providing his insights and being my visitor on IMHO.

    Extra Assets: 

    Featured Picture: Shelley Walsh/Search Engine Journal

    Behavior Explains Focus founder human LLMs Platform
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