AEO Score
4
Limited Presence
Avg Prompt Score
11
across 174 prompts
AI Share of Voice
11%
across 174 prompts
Critical Issues
7
critical + high
Shortlist Position
3/80
Not Visible · Browser Automation Discovery
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 Stagehand is visible in
1Your visibility gap
Stagehand surfaces in 3/80 Browser Automation discovery prompts. Claim this profile to see which 77 prompts you're missing and how to win them.
Executive summary
Stagehand.dev has strong AI-crawlability for documentation (llms.txt is discoverable and docs are indexed), but it is missing the B2B evaluation surfaces that AI engines use for shortlist inclusion—especially G2/TrustRadius-style review citations and first-party evaluation pages. The single highest-ROI fix is to create/ship first-party evaluation content that directly answers the missing buyer query patterns (testing, scraping, lead gen, scheduling, ticketing, compliance) and ensure those pages are crawlable/SSR so AI can cite them.
Based on audit of stagehand.dev · Jun 10, 2026