AI Visibility
measured35/100
Emerging · in Marketing
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals52/100
Some gaps
Avg Prompt Score
19
across 499 prompts
AI Share of Voice
19%
across 499 prompts
Critical Issues
4
critical + high
Shortlist Rate
31/693
Category Discovery Prompts
How AI Visibility breaks down
in Marketing
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 GRIN is visible in
1Your visibility gap
GRIN surfaces in 31/693 Marketing discovery prompts. Claim this profile to see which 662 prompts you're missing and how to win them.
Executive summary
GRIN is strongly cited for category discovery and shortlist formation via its high-signal G2 presence (483 reviews, 4.5★). The biggest AI-citation risk is conversion/evaluation query grounding on grin.co itself: the homepage is not crawlable without JavaScript, and there’s no evidence (from live search) of SoftwareApplication/FAQPage structured data or first-party “[Brand] vs [Competitor]” pages that directly support queries like “How does GRIN compare to impact.com?” and “How much does GRIN cost?”.
Based on audit of grin.co · Jun 4, 2026