AI Visibility
measured18/100
Emerging · in Revenue Operations
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals1/100
Weak fundamentals
Avg Prompt Score
10
across 160 prompts
AI Share of Voice
10%
across 160 prompts
Critical Issues
3
critical + high
Shortlist Position
1/80
Not Visible · Revenue Operations Discovery
How AI Visibility breaks down
in Revenue Operations
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 Gradient Works is visible in
1Your visibility gap
Gradient Works surfaces in 1/80 Revenue Operations discovery prompts. Claim this profile to see which 79 prompts you're missing and how to win them.
Executive summary
gradient.works is a B2B RevOps/territory planning SaaS with strong AI-citable proof and pricing crawlability, and it is already cited by ChatGPT for sales territory management. The biggest citation risk is category shortlist visibility for the highest-intent discovery queries (e.g., “best revenue operations software for startups” and “top revenue operations tools for small businesses”); the highest-ROI fix is to publish first-party, evaluation-ready content blocks that directly answer those discovery patterns (startup/small business/enterprise + forecasting/process optimization) and ensure they’re indexed.
Based on audit of gradient.works · Sep 1, 2026