Executive summary
Treasure Data is highly likely to be cited for CDP evaluation queries because it has strong G2 presence (164 reviews, 4.5★) and active first-party case studies with quantified outcomes. The biggest AI-citation risk is evaluation-stage comparison coverage: live search did not surface first-party pages explicitly structured as “Treasure Data vs Twilio Segment / Tealium / mParticle / Salesforce Data Cloud,” so models may rely on third-party comparisons instead of citing Treasure Data for those exact prompts.
Based on audit of treasuredata.com · Apr 2, 2026
Avg Prompt Score
52
across 18 prompts
Category Rank
#9
of 20 brands
vs. Category Avg
-2
avg 68/100
Critical Issues
4
critical + high
Analytics · score distribution
20 brands66/100 · #9 of 20 · -2 below avg · median 66
Pillar scores vs. category average
Vertical line = category average (20 brands)