AI Visibility
measured32/100
Emerging · in Social Media Management
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals39/100
Weak fundamentals
Avg Prompt Score
21
across 182 prompts
AI Share of Voice
21%
across 182 prompts
Critical Issues
3
critical + high
Shortlist Position
29/80
Challenger · Social Media Management Discovery
How AI Visibility breaks down
in Social Media Management
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 Buffer is visible in
1Your visibility gap
Buffer surfaces in 29/80 Social Media Management discovery prompts. Claim this profile to see which 51 prompts you're missing and how to win them.
Executive summary
Buffer is already a strong AI-cited option for social media management shortlist queries (e.g., “top social media management solutions for e-commerce businesses” and “best social media management options for a tech startup”). The biggest remaining citation risk is evaluation-stage coverage for agency/marketing-team/content-creator use cases—fix by publishing first-party, crawlable pages that explicitly answer the missing gap queries (especially “social media management software for agencies” and “how to schedule social media posts effectively”) and by adding SoftwareApplication/FAQPage structured data to those pages.
Based on audit of buffer.com · May 7, 2026