E-E-A-T is not a score or a specific ranking factor. Here is what counts for Google and for AI answers, what is a myth, and a 7-step plan to prove credibility on a B2B site with no authority.
Louis Mauclair · CEO
Updated November 2026 · 11 min read
TL;DR E-E-A-T (Experience, Expertise, Authoritativeness, Trust) is not a score and not a specific ranking factor. Google describes it as a framework for judging quality, with trust at the center. For a B2B site with no authority, E-E-A-T comes down to making three things verifiable: who is speaking, what was actually done, and what third parties say about you. Person and Organization markup comes last. For AI Overviews and AI Mode, Google says the same fundamentals apply, with no special optimization. The 7-step plan is below.
By Louis Mauclair, CEO of Klickbee, a B2B SEO agency for mid-market companies (Paris and the UAE). Before Klickbee, he co-built and sold an e-commerce business that served more than 13,000 customers. This guide gives you a one-hour audit grid and the order of work that proves your credibility when you start from zero.
E-E-A-T (also written EEAT) is four criteria. They appear in the guidelines Google gives its search quality raters, the Search Quality Rater Guidelines (version of September 11, 2025, section 3.4, pages 26 and 27):
Trust is the center of the framework. The guidelines say experience, expertise and authoritativeness help support your assessment of trust, and that a page that is untrustworthy for any reason has low E-E-A-T.
Two clarifications remove half the confusion. First, Google's Search Central documentation on helpful content says E-E-A-T itself isn't a specific ranking factor. Second, the guidelines state that no single rating can directly change how a page appears in Google Search (section 0.1, page 6): raters help measure how well results work.
The same documentation suggests three questions:
Google calls "Why" perhaps the most important question.
Five common beliefs about E-E-A-T SEO, against the sources.
My blunt take: on a site with no authority, the order of the work matters more than the amount of it. The guidelines say a small website may have little or no reputation information, which is not a sign of high or low quality (section 3.3.5, page 25). What you control is what can be verified.
For AI Overviews and AI Mode, Google's documentation on AI features (updated December 10, 2025) is plain. A page must be indexed and eligible to appear in Google Search with a snippet. There are no additional requirements and no special optimizations, and you don't need new machine-readable files or markup. Google recommends the same foundational SEO practices and helpful, reliable, people-first content.
For other assistants, there is no official documentation of their criteria. One data point remains: Ahrefs' study of 75,000 brands (published May 26, 2025) measures the correlation between various factors and visibility in AI Overviews.
These are Spearman correlations, not causes, measured on domains with a Domain Rating above 40, so they say nothing about a new site. They do suggest that brand mentions across the web are far more associated with visibility than links are. We go deeper in our articles on how to rank in ChatGPT and on generative engine optimization. Our AI SEO agency builds this work on sources and mentions into its program.
Not sure which of these proofs your site is missing? We pull them from your pages and rank them by priority. Get your free action plan
The order is mine, not Google's: trust, then proof, then reputation, then markup.
Raters start from the site's About page or the creator's profile page, then look for independent sources (section 3.4, page 27). Your About page should say who is behind the site, where, and how to reach them:
Google strongly encourages accurate bylines, and bylines that lead to more information about the author. A useful author page includes:
Never invent an author. For markup, the Article documentation says to put only the name in author.name, add a URL or sameAs, and mark up the internal profile page as a ProfilePage.
Proof is worth what can be checked outside your site. Each case study gives the context, what was done, the result, the period and the scope; each number carries a date and a source. Publish these cases as web pages, not only as PDFs: a sales deck proves nothing to the buyer, or the AI, who checks your site before contacting you. To structure these pages by decision-maker, see our approach to B2B content strategy.
Ask one question: could a competitor write this paragraph without having done the work? If yes, experience is missing. The guidelines define effort as the extent to which a human being actively worked to create satisfying content, and originality as unique material other sites don't have (section 3.2, page 21). Publish what only you have seen: a method, a measured data point, a mistake you caught, a date. Explain how the content was produced, including any AI involved.
The guidelines tell raters to look for independent reviews, references and news articles, and to side with independent sources when they contradict a site (sections 2.5 and 3.4). Aim for few mentions that can be verified:
Bought or fabricated mentions don't create a real reputation.
Collect reviews where your buyers look (your Google profile, platforms in your industry), answer factually and quote them on your site with their source and date. There is no point marking up the reviews on your own pages as Review: per Google's documentation, a page marked up with LocalBusiness or Organization is not eligible for star results when the reviewed entity controls the reviews about itself. Never buy or invent reviews. In the US, the FTC's final rule on reviews and testimonials (announced August 14, 2024) bans fake or false reviews, including AI-generated ones. It is written for consumer reviews, so ask counsel how it applies to B2B testimonials.
Once the pages and proof exist, mark them up. Google recommends placing Organization markup on your home page and sets no required properties. For a B2B site:
Google states that no special schema is required for its AI features and that markup should match the visible text. For a page-by-page review, see our guide to the SEO audit.
There is no grade, so track indicators of your own work.
This article draws on our reading, on November 6, 2026, of the sources listed below (Google documentation, the September 11, 2025 rater guidelines, the Ahrefs study, the FTC press release) and on our recent audits of B2B sites, presented without any names. We ran no test measuring the effect of these steps on rankings: the plan is a working method, not a promise of position.
E-E-A-T is not a grade to earn. It is the question a rater, a buyer or an AI asks in front of your site: can I verify who is speaking, what was done and what others say about it? Start with trust, publish dated proof, get third parties talking, and mark up last.
Which proofs is your site missing, and in what order should you publish them? We work it out with you, within 48 hours of a 15-minute call. Get your free action plan
E-E-A-T stands for Experience, Expertise, Authoritativeness and Trust. The four criteria come from the guidelines Google gives its search quality raters, and trust is the center. It is neither a score nor a specific ranking factor.
Not as such: Google's documentation says E-E-A-T itself isn't a specific ranking factor. Google's systems rely on a mix of factors that help identify content demonstrating E-E-A-T, with more weight on sensitive topics.
Two documents matter. The Search Quality Rater Guidelines define the four criteria and put trust at the center, and the helpful content documentation offers the Who, How and Why test: identified authors, a clear explanation of how the content was made, and content created primarily to help visitors.
In this order: company identity, author pages, dated proof, first-hand experience, third-party mentions, third-party reviews, then markup. Start with what can be verified from outside your site.
For AI Overviews and AI Mode, Google says there are no additional requirements and no special optimization. For other assistants, no official documentation details their criteria; the Ahrefs study mainly finds a correlation with brand mentions.
In the Google documentation we read, no markup is a condition of E-E-A-T, and Organization markup has no required properties. It helps remove ambiguity about your company and authors, as long as it matches the visible text. Publish the author page and the proof first.
Louis Mauclair
Louis leads growth and digital acquisition for B2B and e-commerce companies in France and the UAE. Before Klickbee, he co-built and sold an e-commerce business that served more than 13,000 customers. He moved to Dubai in 2026 to work with companies across the GCC.
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