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CitationDesk

Is CockroachDB cited by AI? Its AI Visibility Score is 71/100

CockroachDB (cockroachlabs.com) is distributed SQL. CitationDesk ran one crawl and scored how ready it is to be cited by ChatGPT, Claude, Perplexity & Gemini — across three pillars. Last scored 2026-09-05.

Visibility Score

cockroachlabs.com

71

PASS — solid baseline

AI Visibility★

56

Search

90

Convert

80

Highest-leverage fix for CockroachDB

Entity Coherence: Add Organization schema in <head> on every page.

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AI VisibilityAI wedge

56/100

GEO Readiness

0.6

Fix: Add Organization JSON-LD schema with name, url, logo, sameAs.

Dual Fit

1.0

All checks pass — Strong dual fit — the page answers a real query and opens with something quotable.

Entity Coherence

0.2

Fix: Add Organization schema in <head> on every page.

Bot-Crawl Health

0.8

Fix: Create /llms.txt with a site summary + priority URLs (Anthropic + OpenAI + Perplexity convention).

Search Foundation

90/100

SEO Foundation

0.9

Fix: Use exactly one <h1>. Currently 2.

Convert

80/100

Conversion Readiness

0.8

Fix: Lead with a single H1 + a short sub-headline that states the value in one line.

Score is heuristic, computed from public on-page signals at 2026-09-05; not affiliated with CockroachDB. Methodology: how the score works.