AI Visibility
measured18/100
Emerging · in Software Marketplace
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals54/100
Some gaps
Avg Prompt Score
7
across 210 prompts
AI Share of Voice
3%
across 194 prompts
Critical Issues
2
critical + high
How AI Visibility breaks down
in Software Marketplace
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 EmbedReviews is visible in
2Executive summary
EmbedSocial is a B2B SaaS that is already strongly cited for evaluation-stage queries via its G2 presence (204 reviews on G2) and active first-party pricing pages with public tiers. The biggest AI-citation risk is conversion-stage and evaluation-stage “comparison” queries where AI needs crawlable, brand-led “[EmbedSocial] vs [Competitor]” pages and robust B2B structured data (SoftwareApplication/FAQPage) on the right URLs.
Based on audit of embedsocial.com · Sep 1, 2026