AEO Score
0
Limited Presence
Avg Prompt Score
5
across 332 prompts
AI Share of Voice
5%
across 332 prompts
Critical Issues
3
critical + high
Per-stage performance
Discovery
197 category
Cited1%2/197
Share of voice1%avg
Engine consensus—
Competitors0.0avg/cited
Sentiment—no data
Evaluation
4 brand-level
Cited100%4/4
Share of voice100%avg
Engine consensus100%of engines
Competitors5.0avg/cited
Sentiment—no data
Trust
4 brand-level
Cited100%4/4
Share of voice100%avg
Engine consensus100%of engines
Competitors5.0avg/cited
Sentiment—no data
Conversion
4 brand-level
Cited100%4/4
Share of voice100%avg
Engine consensus100%of engines
Competitors5.0avg/cited
Sentiment—no data
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 Cahoot is visible in
2Executive summary
Cahoot.ai has strong AI-citation inputs for evaluation-stage queries via G2 (4.9/5 with 48 reviews) and first-party comparison content (e.g., ShipStation vs Cahoot). The single highest-ROI fix is to make pricing and key product pages fully crawlable/SSR (and add missing B2B structured data like SoftwareApplication/FAQPage) so AI engines can cite conversion-stage answers reliably.
Based on audit of cahoot.ai · Jun 8, 2026