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ProductCitation IndexAI InfluenceBlogBook
[unCited]/Marketmuse
ProductCitation IndexAI InfluenceBlogBook
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AEO Score

72

Strong Presence

Avg Prompt Score

40

across 423 prompts

AI Share of Voice

40%

across 398 prompts

Category Visibility

#18

in Content Marketing · of 89

Critical Issues

4

critical + high

Per-stage performance

🔍Discovery
253 category
Cited58%148/253
Share of voice44%avg
Engine consensus39%of engines
Competitors8.4avg/cited
Sentiment—no data
⚖️Evaluation
17 brand-level
Cited65%11/17
Share of voice65%avg
Engine consensus100%of engines
Competitors1.5avg/cited
Sentiment—no data
🛡️Trust
5 brand-level
Cited60%3/5
Share of voice60%avg
Engine consensus—
Competitors0.0avg/cited
Sentiment—no data
💰Conversion
8 brand-level
Cited75%6/8
Share of voice75%avg
Engine consensus100%of engines
Competitors1.7avg/cited
Sentiment—no data

Cited rate · share of voice · engine consensus · sentiment, broken out by buyer-journey stage. Sentiment is the net positive−negative skew across engines that cited the brand at this stage.

Categories Marketmuse is visible in

2
  • SEO Tools10 of 44→
  • Content Marketing19 of 89→

Executive summary

MarketMuse is highly likely to be cited by AI engines for evaluation-stage prompts like “How does MarketMuse compare to Frase?” and “How much does MarketMuse cost?” because it has first-party comparison content and a publicly accessible pricing page with explicit tier prices. The single highest-ROI fix is to strengthen structured data (SoftwareApplication + FAQPage targeting evaluation queries) and ensure it’s actually implemented on the key indexable pages so AI engines can reliably extract product/pricing facts.

Based on audit of marketmuse.com · Apr 2, 2026

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