AI Visibility
measured22/100
Emerging · in Survey Tools
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals14/100
Weak fundamentals
Avg Prompt Score
8
across 160 prompts
AI Share of Voice
8%
across 160 prompts
Critical Issues
6
critical + high
Shortlist Position
6/80
Not Visible · Survey Tools Discovery
How AI Visibility breaks down
in Survey Tools
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 Splendid Research is visible in
1Your visibility gap
Splendid Research surfaces in 6/80 Survey Tools discovery prompts. Claim this profile to see which 74 prompts you're missing and how to win them.
Executive summary
Splendid Research has meaningful B2B AI visibility via its G2 presence for its survey product (SPLENDID CORE) with 19 reviews and a 4.3/5 rating, and AI already cites it for morale/exit/customer-pain surveys. The biggest citation risk is that the site does not appear to provide crawlable evaluation assets for survey-software shortlists (notably: no first-party pricing/comparison surfaces found, and no evidence of SoftwareApplication/FAQPage structured evaluation content), which blocks visibility for high-intent discovery queries like “top survey tools for non-profit organizations” and “how to analyze survey results effectively.” Highest-ROI fix: publish SSR, crawlable “Survey Tools for [Industry/Use Case]” pages plus an evaluation hub (what it is/how it works/how to analyze results/pricing) with SoftwareApplication + FAQPage schema so AI can cite it for the missing shortlist patterns.
Based on audit of splendid-research.com · May 6, 2026