GEO Readiness
0.6
Fix: Add Organization JSON-LD schema with name, url, logo, sameAs.
Is Remix cited by AI? Its AI Visibility Score is 41/100
Remix (remix.run) is React framework. CitationDesk ran one crawl and scored how ready it is to be cited by ChatGPT, Claude, Perplexity & Gemini — across three pillars. Last scored 2026-09-05.
Visibility Score
remix.run
41
WEAK — room to improve
AI Visibility★
12
Search
70
Convert
70
Highest-leverage fix for Remix
Entity Coherence: Add Organization schema in <head> on every page.
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AI VisibilityAI wedge
12/100
Dual Fit
0.5
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
70/100
SEO Foundation
0.7
Fix: Lengthen <meta name="description"> to ~140-160 characters — currently 31.
Convert
70/100
Conversion Readiness
0.7
Fix: Add a visible pricing / offer / demo link so buyers know how to act.
How to lift Remix's AI Visibility
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Score is heuristic, computed from public on-page signals at 2026-09-05; not affiliated with Remix. Methodology: how the score works.