AI Visibility
measured44/100
Frequently Cited · in Whiteboarding
measured from this brand's audit prompts
AEO Readiness
fundamentals52/100
Some gaps
Avg Prompt Score
9
across 139 prompts
AI Share of Voice
9%
across 139 prompts
Critical Issues
3
critical + high
How AI Visibility breaks down
in Whiteboarding
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 Boardmix is visible in
1Executive summary
Boardmix is already strongly cited for evaluation-stage queries via its G2 presence (21 reviews, 4.5★), and it has first-party pricing with explicit tiers (Free/Starter/Business). The biggest AI-citation risk is conversion-stage and evaluation-stage extraction from first-party structured content: there’s no evidence (from live crawl/search) of SoftwareApplication/FAQPage/AggregateRating schema, and first-party comparison pages exist but appear to be blog-style reviews rather than tightly structured, schema-backed evaluation surfaces.
Based on audit of boardmix.com · Jun 6, 2026