GEO Readiness
0.9
Fix: Add a quote-ready definition or fact in the first 100 words for LLM extraction.
Is MarketMuse cited by AI? Its AI Visibility Score is 77/100
MarketMuse (marketmuse.com) is content strategy AI. 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
marketmuse.com
77
PASS — solid baseline
AI Visibility★
64
Search
100
Convert
80
Highest-leverage fix for MarketMuse
Dual Fit: Open the first paragraph with a quote-ready fact, definition, or statistic.
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AI VisibilityAI wedge
64/100
Dual Fit
0.3
Fix: Open the first paragraph with a quote-ready fact, definition, or statistic.
Entity Coherence
0.8
Fix: Add sameAs URLs (LinkedIn, GitHub, Substack, Twitter/X — pick ≥2).
Bot-Crawl Health
0.8
Fix: Create /llms.txt with a site summary + priority URLs (Anthropic + OpenAI + Perplexity convention).
Search Foundation
100/100
SEO Foundation
1.0
Fix: Strong SEO foundation — keep titles, schema, and internal links fresh.
Convert
80/100
Conversion Readiness
0.8
Fix: Add a lead-capture form or email input so visitors can convert.
How to lift MarketMuse's AI Visibility
Step-by-step guides for the dimensions where MarketMuse scores lowest:
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Score is heuristic, computed from public on-page signals at 2026-06-27; not affiliated with MarketMuse. Methodology: how the score works.