CitationDesk

Is v0 cited by AI? Its AI Visibility Score is 76/100

v0 (v0.dev) is AI UI generation. 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

v0.dev

76

PASS — solid baseline

AI Visibility

56

Search

90

Convert

100

Highest-leverage fix for v0

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

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

56/100

GEO Readiness

0.8

Fix: Add Person schema for the author with sameAs to ≥2 public profiles.

Dual Fit

0.3

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

Entity Coherence

0.4

Fix: Add Person schema for the author with byline + bio + sameAs.

Bot-Crawl Health

1.0

Fix: Confirm CF AI Crawl Control = "Do not block" and Manage robots.txt = "Disable".

Search Foundation

90/100

SEO Foundation

0.9

Fix: Add WebPage or Article JSON-LD schema.

Convert

100/100

Conversion Readiness

1.0

Fix: Strong conversion surface — keep CTAs above the fold and proof near the offer.

Score is heuristic, computed from public on-page signals at 2026-06-27; not affiliated with v0. Methodology: how the score works.