AI Visibility
measured40/100
Frequently Cited · in Developer Tools
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals46/100
Some gaps
Avg Prompt Score
100
across 216 prompts
AI Share of Voice
100%
across 216 prompts
Critical Issues
5
critical + high
How AI Visibility breaks down
in Developer Tools
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 Haystack is visible in
1Executive summary
Haystackapp.io is likely cited for B2B “hiring/talent sourcing” evaluation queries because it has a strong G2 presence (243 reviews, 4.7/5). The biggest AI-citation risk is conversion-stage crawlability/structured evaluation: ensure your pricing and evaluation content are fully crawlable/SSR and add/verify SoftwareApplication + FAQPage structured data so AI engines can confidently answer “Haystack pricing” and “Haystack vs alternatives” questions from your own site.
Based on audit of haystackapp.io · Oct 2, 2026