AI Visibility
measured18/100
Emerging · in Knowledge Base
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals51/100
Some gaps
Avg Prompt Score
4
across 418 prompts
AI Share of Voice
4%
across 418 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in Knowledge Base
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.
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.
PheedLoop is strongly positioned for AI citation on evaluation-stage queries because it has a first-party comparison page for “PheedLoop vs Cvent” and a strong G2 review footprint (321 reviews, 4.8★ per your pre-verified context). The single highest-ROI fix is to add/expand first-party comparison coverage for “How does PheedLoop compare to Whova?” and to ensure pricing is crawlable without forms, so conversion-stage prompts like “How much does PheedLoop cost?” can be answered from pheedloop.com.
Based on audit of pheedloop.com · Oct 3, 2026