Deterministic diagnosis
126 checks run against your crawled pages. Each one states how it could be proven wrong, so a finding is an argument you can audit — not a verdict.
Product
One crawl.Three scoreboards.
ProvenVisible is an AI visibility operating system: it measures how search engines and answer engines see your site, explains every gap with evidence, and follows each fix through to a verified result.
What it does
Built to be checked, not believed.
Three scoreboards, one page
Classic SEO, answer-engine readiness (AEO) and generative citation (GEO) are scored separately, plus a combined Health Score. Improving one rarely hurts another — you see which.
The model never sets the score
Scores come from the check registry, not from a language model. AI findings appear as advisory notes with an AI badge and carry no points.
Fixes, not recommendations
For each finding ProvenVisible drafts the actual change — the meta text, the schema block, the llms.txt file — with the evidence beside it. You approve; nothing ships on its own.
Four ways to connect
Cloudflare (we set it up), a WordPress plugin, an edge middleware line, or a pull request to your repo. ProvenVisible can only serve text-shaped changes — never scripts.
Verified, or it does not count
After a change goes live, ProvenVisible fetches the page and checks the change is really there. Until it is seen, the fix stays 'approved' — never 'verified'.
The closed loop
From invisible to measurable.
Most tools stop at the list of problems. The value is in the last two steps — actually changing the page, and proving the change moved something.
- 01Crawl — Discover pages, classify them, and keep a content hash so later drift is visible.
- 02Diagnose — Run the registry. Findings carry severity, evidence and a falsifiability note.
- 03Measure — Track how answer engines cite you for the prompts your buyers actually use.
- 04Fix — Draft the change, show before and after, wait for your approval.
- 05Re-measure — Confirm the change is live, then score again and compare.
Safety
What ProvenVisible is not allowed to do.
Connecting a tool to your live site is a real risk, so the limits are enforced in code — in our API, in the manifest, and again inside each connector.
- It cannot run JavaScript on your site. Script payloads are rejected at three separate layers.
- It can only write plain-text files (.txt, .xml, .json) at your site root — no arbitrary paths.
- Structured data is accepted only as valid JSON-LD, parsed and re-checked before it is served.
- Nothing is published without your approval, and every change can be rolled back.
- A change that cannot be seen live is never reported as verified.