E-E-A-T for AI: how to build authority Google and AI models recognize

You build authority that search engines and AI models recognize in three places: on your own site (who writes and who is behind it), on strong third-party sites that write about you, and in public knowledge bases such as Wikidata and, if you are notable enough, Wikipedia. The second place weighs the most. In Muck Rack’s analysis of more than 25 million links from ChatGPT, Claude and Gemini answers (May 2026), 84% of citations came from earned media, such as journalism, research, encyclopedias and content from other companies. Paid content accounted for 0.3%.

This article shows what E-E-A-T means for AI, how to get your own site in order, how to earn mentions on external sites and what Wikidata and Wikipedia can and cannot do for you.

What is E-E-A-T and does it count for AI?

E-E-A-T stands for Experience, Expertise, Authoritativeness and Trustworthiness. Google uses it as a framework to judge quality. It is not a single switch: Google writes in Creating helpful content that E-E-A-T itself is not a specific ranking factor, but that it uses a mix of signals that identify content with good E-E-A-T.

The same goes for AI. In Semrush’s analysis of 304,805 URLs cited by AI (January 2026), cited pages scored 30.6% higher on E-E-A-T signals than pages that only rank in Google. On top of that, AI search engines retrieve sources through search indexes; if you are strong in Google or another index, you start from a better position there too. How each platform chooses its sources is in ChatGPT vs Perplexity vs Gemini.

Where do AI citations come from?

Most AI citations come from sites that do not belong to the business being mentioned. Two studies show this:

• Muck Rack (May 2026). 84% of citations in ChatGPT, Claude and Gemini came from earned media; journalism alone accounted for 27% of all cited links. Since July 2025 the share of earned media fluctuated between 82% and 89%.
• Ahrefs (75,000 brands). In an analysis of visibility in AI Overviews, brand mentions on the web correlated most strongly with visibility (0.664), followed by brand anchors (0.527) and branded search volume (0.392). Domain Rating (0.326) and the number of backlinks (0.218) scored lower.

These are correlations, not proof of cause and effect. But the direction is clear: for AI visibility it matters more that others write about you than how many links you have.

Step 1: show who you are on your own site

Your own site must show at a glance who makes the content, which business is behind it and where your knowledge comes from. Google asks in its guidelines about the who, how and why of content and recommends a byline where readers expect one.

Experience: show you did it yourself

• Cases with real numbers: starting point, approach, period and result.
• Your own observations from practice, with context: industry, size, region.
• Your own data, with method and period. How to set that up is in original research in content that AI cites.

Rehashed information from other sites and vague statements such as “many clients see good results” add nothing.

Expertise: make authors recognizable

• A byline with name and role under every substantive piece.
• An author page per writer: experience, education, specialty, external publications and talks.
• The same details elsewhere: LinkedIn profile, guest articles and speaker profiles with the same name, role and description.
• Person schema on the author page, with sameAs links to those profiles and worksFor to your organization. See the JSON-LD guide.

Trustworthiness: make it verifiable

• Sources in the text, with a link to the original source.
• A method with your own numbers: period, number of data points, limitations.
• A visible update date and corrections you make visible instead of silently removing.
• Business information: about page, contact details, business address, privacy policy and terms.
• Organization schema with name, address, logo and sameAs links to your profiles, and later your Wikidata item. Schema is not a requirement for AI Overviews; Google writes that no special markup is needed. It does help link your details unambiguously, as long as it matches the visible text.

If you write with AI’s help, make sure that experience stays visible. How is in AI content that does not sound like AI.

Step 2: make your business details the same everywhere

Your business name, address, phone number, description and website must be identical everywhere, so systems can link all mentions to the same business. Check at least:

• your own website and your Organization schema;
• your Google Business Profile;
• LinkedIn, your state business registration and industry directories;
• review and comparison sites in your industry.

A different spelling of your name or an old address in a few places makes it harder to recognize you as one entity. A step-by-step plan is in GEO for local businesses.

Step 3: earn mentions on strong external sites

Mentions on third-party sites are the strongest lever, because AI answers draw mostly from them. The goal is not a link, but a trusted site naming your business in the right context: with the topic you want to be found for. These are the tactics that contribute most.

Five ways to get mentioned

1. Write as an expert for trade publications. Pitch a concrete article idea with your own angle or numbers, not a generic “guest post”. Your name then sits next to a topic, on a site AI models use as a source.
2. Publish your own research and send it around. A survey or benchmark with new numbers gives journalists a reason to write about you. Offer an explanation or interview.
3. Respond to news. Follow what is happening in your industry and quickly offer journalists well-supported commentary. You are then quoted with your name and company.
4. Get on lists and comparisons. “Best tools” roundups, comparison sites, awards and industry overviews are exactly the kind of pages AI consults for choice questions.
5. Partner up. Joint research, webinars and integration pages produce mentions on someone else’s site.

Reviews belong here too: they are third-party mentions, on platforms AI often consults for choice questions.

Which mentions count most?

Strong	Medium	Weak
Journalism, trade publications, research, government and education	Industry directories, partner sites, social media	Paid placements, advertorials, link farms, comments under articles

The Muck Rack numbers back that distinction: journalism accounted for 27% of cited links, paid content and advertorials for 0.3%. A mention is strongest when it names your business in a substantive context, for example as an example or source on the topic, not just as a name in a list.

Why this is a flywheel

Mentions get more people to look up your name, and branded search volume itself also correlates with AI visibility (0.392 in the Ahrefs data). More visibility produces new mentions in turn. It works slowly, but it stacks: what you build this year stays.

Step 4: make your business an entity in Wikidata

Wikidata is a free, structured knowledge base from the Wikimedia Foundation, the organization behind Wikipedia. Every item gets a unique number (a Q number) with facts such as type, country, founding date and website. That lets systems distinguish your business from other businesses with a similar name.

Is your business allowed in?

Wikidata has a notability policy. An item is allowed if it meets at least one of these three conditions:

1. It has a related page on a Wikimedia site, such as Wikipedia.
2. It is a clearly identifiable entity that can be described with serious, publicly available sources.
3. It fulfills a structural need within Wikidata, for example because another item has to refer to it.

For most small businesses the second condition is the route. A state business registration and a few independent articles about your business are the minimum. Items that do not meet the policy are deleted.

How to create an item

1. Search first on wikidata.org to see whether your business is already there, including under a different spelling.
2. Create an account, preferably in the name of your organization.
3. Create a new item with a name, a short neutral description (“American HVAC contractor”) and any alternative names.
4. Add statements: instance of (P31) business (Q4830453), country (P17) United States (Q30), official website (P856), inception (P571), industry (P452) and headquarters location (P159).
5. Back up every statement with a source, preferably an independent one such as a newspaper article or your state’s business registry. Do not use Wikipedia as a source, and your own site only for basic facts such as your web address.
6. Put the Wikidata URL in the sameAs of your Organization schema.

Stay factual and neutral. Wikidata is not an advertising space, and promotional descriptions are edited or removed.

Step 5: Wikipedia, only if you are truly notable

A Wikipedia article about your business can only exist if independent sources have already written about you extensively; you cannot force it. It is a strong signal though: Wikipedia was the most cited domain in ChatGPT in the Muck Rack measurement.

The real criteria

• English Wikipedia has a separate, strict guideline for companies (Notability (organizations and companies)): the company must have been covered substantially in multiple reliable, independent, secondary sources.
• What does not count: press releases, advertorials, your own website, interviews where only you speak and short routine mentions such as a listing.

What not to do

• Write an article about your own company yourself. Wikipedia strongly discourages that because of conflict of interest. Suggest corrections on the article’s talk page instead.
• Pay someone to do it quietly. Wikimedia’s terms of use require paid editors to disclose who they work for. Undisclosed paid editing can be reverted and the accounts blocked.

What you can do

Build the independent attention from step 3. If trade publications and newspapers write about you substantially over the years, an independent editor can create an article, and then it also has a chance of staying. Until then, Wikidata is the achievable step.

And Google’s knowledge panel?

A knowledge panel is the information block Google shows for a search on a well-known organization or person. You cannot request one; Google creates it automatically from information on the web. If Google already shows a panel for your business, you can claim it through the button in the panel, so you can suggest changes. Consistent business details, a Wikidata item and Organization schema with sameAs make it easier for Google to link all information to the same entity.

How do you measure whether your authority grows?

Measure three things: how often people search for your brand name, how often you are mentioned on other sites and whether AI mentions you for questions where you belong.

• Branded search volume: queries with your business name in Google Search Console and the trend in Google Trends.
• Mentions: track per month which external sites mention you, and in what context.
• AI answers: test the questions you want to be found for. GreatCompany measures that every day with the prompt tracker.

Checklist

Your own site

• Every substantive piece has an author with name and role.
• Every author has an author page with experience and external profiles.
• Your own numbers have a method and period.
• About, contact, business address, privacy and terms are easy to find.
• Organization and Person schema match the visible text.

Outside your site

• Business details are identical on your site, Google Business Profile, LinkedIn and industry directories.
• You have a list of five to ten trade publications and a first pitch ready.
• You are on the relevant comparison sites and lists in your industry.
• You actively collect reviews.

Knowledge bases

• Your business has a Wikidata item with a source for every statement.
• The Wikidata URL is in your sameAs.
• You know whether your business meets Wikipedia’s criteria, and if not, which independent coverage is still missing.

You do not build authority in a week, but the first steps cost little: an author under your articles, consistent business details and a Wikidata item.

Read also

• Content that AI cites: how to write for ChatGPT, Perplexity and Google AI
• ChatGPT vs Perplexity vs Gemini: how they choose their sources
• JSON-LD schema markup: the guide
• GEO glossary