AI Visibility
measured40/100
Frequently Cited · in Survey Tools
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals5/100
Weak fundamentals
Avg Prompt Score
28
across 383 prompts
AI Share of Voice
28%
across 383 prompts
Critical Issues
6
critical + high
Shortlist Position
1/80
Not Visible · Feedback Management Discovery
How AI Visibility breaks down
in Survey Tools
Composite = 50% coverage + 30% engine breadth + 20% position, 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 SurveySparrow is visible in
2Your visibility gap
SurveySparrow surfaces in 1/80 Feedback Management discovery prompts. Claim this profile to see which 79 prompts you're missing and how to win them.
Executive summary
SurveySparrow is strongly visible for evaluation-stage prompts via heavy first-party comparison content (e.g., Qualtrics vs SurveyMonkey, SurveySparrow vs SurveyMonkey, SurveySparrow vs Typeform) and strong third-party authority from G2 (2,045+ reviews, 4.4★). The highest-risk gap for AI citation is structured data + pricing-page crawlability (no evidence of SoftwareApplication/FAQPage/aggregateRating markup found in live checks) and missing/weak coverage for high-value feedback-management discovery queries (e.g., “top feedback management tools for small businesses”, “feedback management software for product teams”).
Based on audit of surveysparrow.com · May 7, 2026