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CitationDesk

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 2026-09-05.

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

GEO Readiness

0.9

Fix: Add sameAs links (LinkedIn, GitHub, Substack, etc.) so your entities corroborate across sources.

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). Found 0.

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

All checks pass — 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.

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