AI Visibility
measured18/100
Emerging · in Product Experience
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals45/100
Some gaps
Avg Prompt Score
5
across 303 prompts
AI Share of Voice
5%
across 303 prompts
Critical Issues
3
critical + high
Shortlist Position
0/80
Not Visible · Product Analytics Discovery
How AI Visibility breaks down
in Product Experience
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 Chisel is visible in
2Your visibility gap
Chisel surfaces in 0/80 Product Analytics discovery prompts. Claim this profile to see which 80 prompts you're missing and how to win them.
Executive summary
Chisel Labs is a B2B SaaS product with meaningful G2 traction (89 reviews, 4.7/5), but it is not well-positioned to be cited for “product analytics” buyer queries because its first-party content and structured evaluation surfaces don’t map cleanly to product analytics evaluation intents. The single highest-ROI fix is to publish and index a set of product-analytics-specific evaluation pages ("what is product analytics software", "track user behavior", "improve engagement", and "for small businesses/enterprise/SaaS") that include crawlable FAQ blocks and SoftwareApplication/FAQPage schema.
Based on audit of chisellabs.com · Sep 1, 2026