Is there an official way to submit brand facts to AI engines?

There is no submission channel. OpenAI's crawler documentation covers GPTBot, OAI-SearchBot and ChatGPT-User. Google's guidance for AI Overviews and AI Mode covers indexing and snippet eligibility. Neither describes a place to send brand facts, and nothing in Anthropic, Perplexity, Microsoft or Meta documentation describes one either.

That follows from how these systems work. An AI answer about your company comes from one of two places:

• Parametric knowledge. What the model absorbed in training, frozen at a knowledge cutoff. Nobody can edit it this quarter, including you.
• Retrieval. Pages the engine fetches at answer time and reads before writing. This is where your facts can land.

So the practical question is not where to submit facts. It's how to make sure the pages engines retrieve say the right thing. If you want to go further, our page on whether you can ask OpenAI or Google to correct wrong information covers the feedback buttons, which are not a correction service.

Your own site is the one source you fully control. It only helps if engines can read it.

Put the facts in the HTML

Vercel found that ChatGPT and Claude crawlers fetch JavaScript files but don't execute them, so they can't read client-side rendered content. Independent tests in June 2026 confirmed the same for OAI-SearchBot, Claude-SearchBot and PerplexityBot. If your pricing table or founding year only appears after JavaScript runs, those crawlers see a blank. Googlebot does render, so this gap matters most outside Google.

State each fact plainly

Write the specific fact in a sentence: the price, the headcount, the HQ city, a one-line description of what you sell. A stated fact on a fetchable page gives the engine a sentence it can quote. Keep it identical everywhere on the site. If the pricing page and the footer disagree, you've given the engine two answers. Our page on what AI does when sources disagree explains why that matters.

Let the search bots in

robots.txt rules are per bot. OpenAI states that blocking OAI-SearchBot keeps a site out of ChatGPT search answers, while GPTBot governs training only. Check that OAI-SearchBot, PerplexityBot and Claude-SearchBot are allowed, and that your CDN or firewall doesn't return a 403 to them. The AI Crawler Checker requests a page as each crawler and shows which ones get turned away.

For Google, a page must be indexed and eligible for a snippet to appear as a supporting link in AI Overviews or AI Mode, and Google says there are no additional technical requirements.

Engines often cite other sites about you rather than your own. When that happens, being named correctly on those sites is the route into the answer. The evidence shows a strong association here, not a promised effect.

Public knowledge bases

Wikidata is a free, collaboratively edited knowledge base anyone can update. Keeping your entry accurate (founding date, HQ, official website) is sensible hygiene, because it's public data that other sites and tools reuse. No engine in our evidence documents reading Wikidata for answers, so treat it as one accurate public record among several, not a submission form. Follow its sourcing rules and don't write promotional copy.

The pages engines actually cite

Run the questions buyers ask, note which third-party URLs appear as sources, and check what they say. Directories, review sites, comparison articles and old press coverage are common culprits for stale prices or a renamed product. Our playbook on asking third-party sites to fix wrong facts covers how to request edits that stick.

If you want to signal which page is canonical for your brand, see whether you can tell AI engines which page is your official source.

Several things get sold as ways to feed facts to AI. The evidence doesn't support them as that:

• Schema markup. Google says structured data isn't required for generative AI search. Ahrefs' matched test of 1,885 pages found AI Overview citations fell 4.6% after adding schema. Existing markup does no harm, but it isn't a lever for AI answers.
• llms.txt. Google says Search ignores it, and no engine documents reading it.
• IndexNow. It tells participating search engines a URL changed. The specification never mentions AI, and Google doesn't consume it.
• Search Console and Bing Webmaster Tools. Useful for index status and, in Bing's case, the queries AI used to retrieve you. Neither accepts brand facts.

Also avoid hidden text or instructions aimed at AI crawlers. Injected content is a manipulation tactic, and research on search agents shows it can sway answers, which is why it's a risk to brands rather than a tool for them.

1. Find what's wrong. Ask the engines your buyers' questions and record each incorrect fact and the source cited. The free checker on this site runs up to three buyer questions as a snapshot.
2. Fix your own pages first. Server-render the facts, state them plainly, make them consistent.
3. Open the access gates. Per-bot robots.txt, firewall reachability, no stray noindex or nosnippet.
4. Correct the cited third-party pages.
5. Accept the cutoff. Answers given without search reflect training data. As of OpenAI's model docs checked in August 2026, the GPT-5.6 family had a February 16, 2026 cutoff and ChatGPT's Instant path an August 31, 2025 cutoff. Our guide to correcting outdated facts past a knowledge cutoff covers that case, and the fix plan for AI getting your brand wrong puts it all in order.

None of this guarantees a corrected answer. It removes the blocks that are in your control.