AI Visibility
measured41/100
Frequently Cited · in Developer Tools
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals46/100
Some gaps
Avg Prompt Score
100
across 244 prompts
AI Share of Voice
100%
across 244 prompts
Critical Issues
5
critical + high
How AI Visibility breaks down
in Developer Tools
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.
Executive summary
Haswent is a B2B dealer management system (DMS) + dealer website platform, and it already has AI-citable third-party review presence on G2 (4.8/5 from 12 reviews). The biggest risk for AI citation is evaluation-stage “shortlist” queries that rely on first-party brand-led comparison pages and crawlable pricing—Haswent has many /compare pages, but pricing appears to be “get in touch” for subscription add-ons and no clearly crawlable tiered pricing was found.
Based on audit of haswent.com · Sep 29, 2026