AI Visibility
measured40/100
Frequently Cited · in AI Applications
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals18/100
Weak fundamentals
Avg Prompt Score
0
across 442 prompts
AI Share of Voice
0%
across 442 prompts
Critical Issues
3
critical + high
Shortlist Position
0/63
Not Visible · Design Discovery
How AI Visibility breaks down
in AI Applications
Composite = 60% coverage + 40% engine breadth, 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 CANVAS United is visible in
1Your visibility gap
CANVAS United surfaces in 0/63 Design discovery prompts. Claim this profile to see which 63 prompts you're missing and how to win them.
Executive summary
canvasunited.com appears to be a creative/digital agency (not a design software/SaaS product), so it is unlikely to be cited for buyer queries like “top design software for small businesses” or “what’s the leading design application for a distributed team of creatives.” The single highest-ROI fix is to realign the site’s entity/offer messaging and create crawlable, evaluation-style pages that answer “what is design software” and “how to streamline design process/collaboration” in a way that matches the actual buyer intent behind those queries.
Based on audit of canvasunited.com · May 7, 2026