AI Visibility
measured32/100
Emerging · in Sales Intelligence
measured from this brand's audit prompts
AEO Readiness
fundamentals3/100
Weak fundamentals
Avg Prompt Score
3
across 296 prompts
AI Share of Voice
3%
across 296 prompts
Critical Issues
5
critical + high
How AI Visibility breaks down
in Sales Intelligence
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.
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.
tofuhq.com is a B2B agentic demand generation platform with some AI-citable third-party review presence (G2 shows 15 reviews). The biggest AI citation risk is evaluation-stage queries that require first-party comparison/pricing crawlability (no clearly indexed first-party pricing tiers and no confirmed first-party vs-competitor pages), so AI engines likely fall back to generic third-party lists instead of citing tofuhq.com for shortlist recommendations.
Based on audit of tofuhq.com · Jun 6, 2026