AI Visibility
measured43/100
Frequently Cited · in AI Chatbots
measured from this brand's audit prompts
AEO Readiness
fundamentals45/100
Some gaps
Avg Prompt Score
7
across 174 prompts
AI Share of Voice
7%
across 174 prompts
Critical Issues
5
critical + high
Shortlist Position
0/80
Not Visible · Ai Chatbots Discovery
How AI Visibility breaks down
in AI Chatbots
Composite = 50% coverage + 30% engine breadth + 20% position, measured across this brand's own audit prompts (it isn't in a tracked category rollup yet). 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 Wispa is visible in
1Your visibility gap
Wispa surfaces in 0/80 Ai Chatbots discovery prompts. Claim this profile to see which 80 prompts you're missing and how to win them.
Executive summary
Wispa has strong baseline B2B citation potential via G2 (10 reviews, 5.0/5) and clear positioning as a business management/workflow platform. The biggest blocker for AI evaluation and conversion queries is missing first-party evaluation infrastructure: no evidence of SoftwareApplication/FAQPage structured data and no first-party “[Brand] vs Zoom Workplace/Zapier” pages found on wispa.us. Highest-ROI fix: publish crawlable, brand-led comparison pages for “How does Wispa compare to Zoom Workplace?” and “How does Wispa compare to Zapier?” plus a crawlable pricing page with explicit tiers.
Based on audit of wispa.us · Jun 5, 2026