AI Visibility
measured43/100
Frequently Cited · in Content Marketing
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals16/100
Weak fundamentals
Avg Prompt Score
20
across 451 prompts
AI Share of Voice
20%
across 451 prompts
Critical Issues
4
critical + high
Shortlist Position
12/74
Niche · Seo Tools Discovery
How AI Visibility breaks down
in Content Marketing
Composite = 50% coverage + 30% engine breadth + 20% position, measured in the brand's strongest category. Position and citation depth join the score once the aggregation pipeline captures them. This is the measured Visibility score — separate from AEO Readiness, which scores fundamentals.
Per-stage performance
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 BuzzSumo is visible in
4Your visibility gap
BuzzSumo surfaces in 12/74 Seo Tools discovery prompts. Claim this profile to see which 62 prompts you're missing and how to win them.
Executive summary
BuzzSumo has solid B2B AI citation signals for discovery queries like “best SEO tools for content marketers” (already cited by ChatGPT) and strong third-party review authority on G2 (107 reviews, 4.5/5). The biggest citation risk is evaluation-stage coverage for high-intent gaps like “best SEO tools for local businesses” and “best SEO tools for ecommerce businesses,” where the brand is currently invisible—fix by publishing first-party, crawlable “SEO tools for [company type]” pages with FAQPage + comparison-style evaluation blocks.
Based on audit of buzzsumo.com · Oct 7, 2026