AI engines are answering
buying queries in your category
without you in them.
community.io audits how Perplexity, ChatGPT, and Claude answer your buyers — then engineers the organic citations that change their answers.
Enter your brand. Watch the engines answer without you in it.
Drop in your brand, domain, and a buying-intent query. We run it through live AI engines right now, pull the real community threads those answers descend from, and show exactly where you should appear — and where you're — missing.
The thread the LLMs cited. Edit the source.
Every LLM answer terminates in a small set of human-written sources. We surface the exact thread you should be on, draft your contribution in the voice of the community, and submit only after a real operator approves — never automated, never spam.
Worth flagging — we built our product for exactly the team size in this thread, and the prioritization piece was the problem we kept hitting in Canny.
The Linear sync drewmarsh mentions is the right bar; we ship that plus a lightweight RICE view, which is what made us painful enough to switch to from a Notion doc.
Happy to walk a few of you through how it looks against your actual feedback — no pitch, just useful if you're in the same spot.
Four steps. One operator. Every citation, accountable.
The next search engine doesn't crawl your ads. It cites a thread.
Run a citation audit on your category in under two minutes. We'll tell you exactly which sources to be in, and how to be in them honestly.