Generative engine optimization without a citation rate

A generative engine writes an answer in its own words. GEO, as Findora AI uses the term, means your page gives a reader less to invent: a clear definition, a concrete offer, and a source a person can open. We do not claim a generative product is reading you. We claim you can inspect your own public page.

A quotable sentence is still just a sentence until someone fetches it. This product’s current work stops at that fetch. It records the sentence and the URL. It does not record a generative citation.

The audit reads public pages. Evidence is a quote and a URL from a page the service fetched. A competitive comparison runs only for competitor URLs you add. A gap is not a claim that an assistant prefers the other brand. An Inference label on a gap is a reading of those pages, not a measurement of a model.

If the service cannot fetch a URL, that URL stays unscanned. An unscanned page is not treated as a loss, and it is not treated as a win.

There is no citation leaderboard and no share of voice on this page. There is no customer story, because we are not publishing one. We do not query ChatGPT, Claude, or Perplexity yet. The audit does not guarantee an AI recommendation, mention, or citation.

AI Visibility Growth is listed at $69.99 and marked Coming — monitoring not live yet. Checkout for that plan is disabled. A one-shot Grok check is not a monitored citation rate. The way to start today is the public-page audit, then the methodology labels that explain each finding.