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Engine · ChatGPT

Track your brand in ChatGPT.

ChatGPT is the largest AI answer engine by user base. Citations.io tracks every brand mention, citation and competitor co-mention daily.

TL;DR
ChatGPT mentions a handful of brands per commercial query, pulling heavily from Reddit, Wikipedia and major publishers. Winning ChatGPT visibility means earning presence on those sources and publishing direct-answer content on your own domain.

How ChatGPT generates answers

ChatGPT (GPT-5 and newer) uses a mix of its parametric training data and live web retrieval for queries that benefit from fresh information. For "best of" and comparison queries, it almost always retrieves - meaning the brands it names today can change tomorrow.

What ChatGPT cites most

  • Reddit threads - particularly category subreddits and "is X worth it" discussions.
  • Wikipedia - for brand legitimacy and category definitions.
  • Major review publishers - Wirecutter, TechCrunch, G2, Capterra and vertical trade press.
  • Brand-owned docs - public product documentation and changelogs.
  • YouTube transcripts - for "how to" and product demo queries.

What "good" looks like in ChatGPT

For a category leader, a ChatGPT mention rate above 60% on relevant prompts is realistic. Below 30% means ChatGPT rarely names you for the queries your customers ask - usually because you're not present on its preferred source pool.

Improving your ChatGPT visibility

  1. Audit Reddit presence in category subreddits. Authentic, helpful participation matters.
  2. Ensure a factual, well-sourced Wikipedia presence for your brand and category.
  3. Earn placement on major review publishers and listicles.
  4. Publish direct-answer content with FAQ schema on your own site.
  5. Keep public product docs indexable and well-structured.

Frequently asked questions

How does ChatGPT decide which brands to mention?+
ChatGPT combines its training data (cutoff varies by model) with real-time web retrieval. For commercial queries, it leans heavily on Reddit, Wikipedia, major publishers and brand-owned documentation. Mention likelihood correlates with citation frequency on those sources.
Can I see what ChatGPT says about my brand?+
Yes - Citations.io captures verbatim ChatGPT answers for your tracked prompt set daily, with brand mentions, citations and competitor co-mentions highlighted. You can also test individual prompts manually.
How do I improve my ChatGPT visibility?+
Earn presence on the sources ChatGPT cites in your category (Reddit, Wikipedia, well-known publishers), publish direct-answer content on your own domain with FAQ schema, and keep your product documentation up to date and publicly indexable.
Check your ChatGPT visibility →