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Index › GTM › Products › Treasure Data › Alternatives · November 2026 Edition
Two categories · what the models named instead

Alternatives to Treasure Data, as AI models named them

In the November 2026 Edition, 462 of the 504 answers collected in the two categories where Treasure Data holds a standing named it neither as a first choice nor as an alternative. These are the products those answers put first, category by category and buyer by buyer. The output is the models' output.

Named instead, most often
Segment63
Salesforce Data Cloud38
Hightouch Adaptive Identity Resolution28
FullContact26
LiveRamp Identity Resolution21
HubSpot CDP18
First choices in the 462 answers that did not name Treasure Data, every category and segment above added together; a product can be counted in several. Each category below keeps its own denominator.

Customer data platforms

GTM data and infrastructure. Six framings, fourteen models, one answer each per buyer segment; an answer counts here when Treasure Data is not its first choice or an alternative in it.
Small businessTreasure Data holds 8 labels here, under the 10-label cutoff, so it is unranked.

Eighty-four of the eighty-four answers did not name Treasure Data; it was the first choice in zero. The first choices in those eighty-four answers, nineteen products in all, the eight most named:

Segment34 of 84
HubSpot CDP16 of 84
RudderStack8 of 84
Customer.io3 of 84
Klaviyo Data Platform3 of 84
HubSpot Marketing Hub2 of 84
Insider2 of 84
Able CDP1 of 84
11 more in the record.The full small business standing →
Mid-marketTreasure Data is #9 of 14 here at 0% of first choices, 17 labels.

Seventy-eight of the eighty-four answers did not name Treasure Data; it was the first choice in zero. The first choices in those seventy-eight answers, seventeen products in all, the eight most named:

Segment27 of 78
RudderStack8 of 78
Hightouch5 of 78
BlueConic2 of 78
HubSpot CDP2 of 78
Salesforce Data Cloud2 of 78
Amperity1 of 78
Bloomreach1 of 78
9 more in the record.The full mid-market standing →
EnterpriseTreasure Data is #4 of 12 here at 6% of first choices, 38 labels.

Fifty-five of the eighty-four answers did not name Treasure Data; it was the first choice in three. The first choices in those fifty-five answers, eleven products in all, the eight most named:

Salesforce Data Cloud15 of 55
Adobe Real-Time CDP6 of 55
Hightouch3 of 55
Tealium Customer Data Hub3 of 55
Census2 of 55
Segment2 of 55
ActionIQ1 of 55
Microsoft Dynamics 365 Customer Insights1 of 55
3 more in the record.The full enterprise standing →

Identity resolution

GTM data and infrastructure. Six framings, fourteen models, one answer each per buyer segment; an answer counts here when Treasure Data is not its first choice or an alternative in it.
Small businessTreasure Data holds 3 labels here, under the 10-label cutoff, so it is unranked.

Eighty-four of the eighty-four answers did not name Treasure Data; it was the first choice in zero. The first choices in those eighty-four answers, twenty-eight products in all, the eight most named:

FullContact20 of 84
Hightouch Adaptive Identity Resolution9 of 84
HubSpot Breeze Intelligence9 of 84
Twilio Segment Unify7 of 84
Identity Matrix4 of 84
RB2B4 of 84
AWS Entity Resolution3 of 84
Apollo.io3 of 84
20 more in the record.The full small business standing →
Mid-marketTreasure Data is #11 of 17 here at 0% of first choices, 12 labels.

Eighty-two of the eighty-four answers did not name Treasure Data; it was the first choice in zero. The first choices in those eighty-two answers, twenty-six products in all, the eight most named:

Hightouch Adaptive Identity Resolution16 of 82
LiveRamp Identity Resolution9 of 82
FullContact6 of 82
HubSpot Breeze Intelligence4 of 82
Twilio Segment Unify4 of 82
Oppora3 of 82
Warmly3 of 82
Zingg3 of 82
18 more in the record.The full mid-market standing →
EnterpriseTreasure Data is #8 of 13 here at 0% of first choices, 12 labels.

Seventy-nine of the eighty-four answers did not name Treasure Data; it was the first choice in zero. The first choices in those seventy-nine answers, twenty products in all, the eight most named:

Salesforce Data Cloud21 of 79
LiveRamp Identity Resolution12 of 79
Dun & Bradstreet3 of 79
Hightouch Adaptive Identity Resolution3 of 79
Adstra Conexa2 of 79
Informatica MDM2 of 79
AWS Entity Resolution1 of 79
Amperity1 of 79
12 more in the record.The full enterprise standing →

How to read this

A category is asked six ways of each of fourteen models on behalf of each buyer segment, so a segment is eighty-four answers. An answer belongs on this page when the judge labeled Treasure Data neither its first choice nor an alternative in it; the products listed are the first choices those answers made, counted once per answer. An answer that named nothing first, or named Treasure Data only in passing, is in the denominator and adds to no product. The counts are not the category standing, which is on the category page with its share and rank; they are the same record read from Treasure Data's side.

The output is the models' output; nothing here is a recommendation by the index, and a product named instead of Treasure Data was named by a model, not endorsed by anyone.

Treasure Data's pageAll products