CiteGraph

Find the buyer questions where an assistant already answers without you, read the pages it cited to build that answer, and get the missing claim about your product onto one of those pages — or onto a page of your own that answers the question better. CiteGraph measures which questions you lose, shows the verbatim answe

No. We tested it and found no measurable effect on citation rates. Assistants cite pages they retrieve and read at answer time; a manifest file at your root is not part of that path. Several tools sell llms.txt generators anyway. We say this publicly because it costs us nothing to be honest about it.

No, and the difference matters. A mention means the assistant named your product in its prose. A citation means your own page was used as a source. In our measurements, 44% of the pages cited when recommending a product belong to somebody else — so a product can be recommended constantly while its own words never reach

We write ten buyer questions for your category, ask each one three times on four AI engines through their official APIs, and record which products are named and which URLs are cited. Rates are sampled, so every number is published with its margin of error, and we only flag a change when it moves beyond that margin. Not

Your first scan is free, one per account. After that: $12 for a scan with no subscription (your first purchase gets 2), or a plan from $29 a month for weekly tracking of two domains, with a 7-day trial that requires a card but charges nothing up front. Growth is $69 and Scale $149. There is no ongoing free tier because