CitationDesk

Is Astro cited by AI? Its AI Visibility Score is 46/100

Astro (astro.build) is web framework. CitationDesk ran one crawl and scored how ready it is to be cited by ChatGPT, Claude, Perplexity & Gemini — across three pillars. Last scored 2026-06-27.

Visibility Score

astro.build

46

WEAK — room to improve

AI Visibility

11

Search

80

Convert

80

Highest-leverage fix for Astro

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

How does YOUR site score?

Same crawl, same three pillars, free — get your AI Visibility Score in about 90 seconds, then generate the fixes (llms.txt, schema, robots AI-allowlist) in one click.

AI VisibilityAI wedge

11/100

GEO Readiness

0.6

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

Dual Fit

0.3

Fix: Open the first paragraph with a quote-ready fact, definition, or statistic.

Entity Coherence

0.0

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

80/100

SEO Foundation

0.8

Fix: Add WebPage or Article JSON-LD schema.

Convert

80/100

Conversion Readiness

0.8

Fix: Add a visible pricing / offer / demo link so buyers know how to act.

Score is heuristic, computed from public on-page signals at 2026-06-27; not affiliated with Astro. Methodology: how the score works.