About Findora AI

Findora AI labels every finding Observed, Inferred, or Hypothesis. Observed means the audit quoted a sentence from a public page and kept the URL, so you can open that page and see the same words. Inferred means a reading of pages the audit fetched, such as a gap between your page and a competitor page you asked us to open. Hypothesis means a suggested explanation the fetched pages did not confirm. None of these labels is a visibility score, a rank, a mention rate, or a citation rate. The methodology page explains how each label is used and what the audit refuses to publish.

The Grok (xAI) model check is separate from those labels. Each audit asks Grok three questions: what it knows about the brand, which category it would place the brand in, and whether it would mention the brand. The replies are shown as returned. A reply is not a score, and a missing reply is not shown as zero.

Findora AI publishes its limits because an audit is only useful if you can tell what was checked. Today the product does two things: it reads public pages you submit, and it asks Grok what it knows. It does not test ChatGPT, Claude, Perplexity, or Gemini. It does not watch AI answers over time. Ongoing monitoring is planned as AI Visibility Growth at $69.99 per month, and that plan is coming with checkout disabled because monitoring is not live yet.

The free audit costs $0 and returns the checks that ran, top findings with a short evidence quote, and the Grok replies. The Fix Pack costs $29.99 once and adds the full findings, a fix for each one, and acceptance checks. Suggested copy stays marked DRAFT. Findora AI does not write changes to your site and does not guarantee that an AI product will recommend, mention, or cite your brand.

The sample report uses fictional brands (Northwind, Harbor, and Keel) and illustrative numbers to show the layout. It is not a live result and it is not Findora AI data about a real company. Pages under /sample stay out of the sitemap and stay marked noindex so a sample chart is not mistaken for a measurement.