# VisibleDiagnostic — AI Visibility Index (pilot)

> Public pilot data on whether AI answer engines mention B2B SaaS brands and whether they cite the brand's own website. 17 brands, 51 buyer-question answers, one logged-out run on 4 Nov 2026. Measured by VisibleDiagnostic (https://visiblediagnostic.com).

Key facts:
- 41 of 51 answers (80%) mentioned the brand being asked about.
- 16 of 51 answers (31%) cited the brand's own website.
- 8 of 17 brands had zero citations of their own site in the sampled answers.
- Method: three buyer questions per brand, one logged-out run per question; every citation resolved to hostname. Pilot, single run — not a ranking.

Main pages:
- [Index](https://ai-visibility-index.pages.dev/): 17-brand table with mention and citation counts.
- [Findings](https://ai-visibility-index.pages.dev/findings): what the data shows about mention vs citation.
- [Method](https://ai-visibility-index.pages.dev/method): how the measurement works; FAQ.
- [Glossary](https://ai-visibility-index.pages.dev/glossary): working definitions (AI visibility, AEO, GEO, mention, citation, citation share, source audit).
- [Sample report](https://ai-visibility-index.pages.dev/sample): demo white-label report built from public pilot data.
- [For agencies](https://ai-visibility-index.pages.dev/for-agencies): white-label terms — $600 per report, no minimum volume, agency's logo.

Category comparison pages:
- https://ai-visibility-index.pages.dev/categories/ai-meeting-notes
- https://ai-visibility-index.pages.dev/categories/product-analytics
- https://ai-visibility-index.pages.dev/categories/website-builder
- https://ai-visibility-index.pages.dev/categories/authentication

Brand pages (per-brand pilot results):
- https://ai-visibility-index.pages.dev/airtable
- https://ai-visibility-index.pages.dev/amplitude
- https://ai-visibility-index.pages.dev/attio
- https://ai-visibility-index.pages.dev/clerk
- https://ai-visibility-index.pages.dev/customer-io
- https://ai-visibility-index.pages.dev/dub
- https://ai-visibility-index.pages.dev/framer
- https://ai-visibility-index.pages.dev/granola
- https://ai-visibility-index.pages.dev/linear
- https://ai-visibility-index.pages.dev/mixpanel
- https://ai-visibility-index.pages.dev/posthog
- https://ai-visibility-index.pages.dev/raycast
- https://ai-visibility-index.pages.dev/retool
- https://ai-visibility-index.pages.dev/supabase
- https://ai-visibility-index.pages.dev/tally
- https://ai-visibility-index.pages.dev/webflow
- https://ai-visibility-index.pages.dev/workos

Contact: john@visiblediag.com