[unCited]
Treasuredata

Treasuredata

Analytics
66/100
Frequently Cited#9 of 20 in Analytics

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 brands
63avg 6874

66/100 · #9 of 20 · -2 below avg · median 66

Pillar scores vs. category average

Citation Readiness
62-11
Content Quality
74+2
Platform Optimization
58-8
Structured Data
45-8
Technical AEO
55-15

Vertical line = category average (20 brands)