✦ In-Depth Analysis
Outreach Surfaces in Most AI Answers — But Always With a Caveat
Outreach isn't missing from AI answers — it's #2 of 192 in sales engagement, cited in 66% of buyer questions. The problem is how it's cited: hedged, caveated, 'contact sales for pricing.' Its AEO Readiness of 58/100 explains the gap between showing up and being recommended.
AI Visibility
measured73/100
Frequently Cited · in Sales Engagement
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals58/100
Some gaps
Avg Prompt Score
40
across 752 prompts
AI Share of Voice
40%
across 752 prompts
Critical Issues
5
critical + high
How AI Visibility breaks down
in Sales Engagement
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 Outreach is visible in
4Executive summary
Outreach.io is strongly positioned for AI citation in evaluation-stage queries because it has very large G2 review volume (3,554 reviews) and substantial TrustRadius presence (1,019 reviews). The biggest risk for AI answers is conversion-stage and evaluation-stage precision: Outreach appears to hide pricing behind demo/contact flows and there’s no evidence (from live search) of SoftwareApplication/FAQPage structured data that AI engines can reliably extract for “pricing” and “vs/alternatives” prompts.
Based on audit of outreach.io · Apr 23, 2026