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The foundation

The Data Collective: accuracy by consensus, not assertion.

The first initiative that lets the industry transact on data with a measured degree of accuracy. Leading data providers contribute their data to Truthset every quarter; a patented algorithm cross-validates every record against the pool and against ground truth, so every number in ID Max is checked against many sources rather than taken from one.

SOC 2 Type 2, AICPA SOC
Who’s in it

24+ of the industry’s leading data providers, contributing quarterly.

Participating providers span identity and credit data, email intelligence and people-based marketing. They submit their data for independent scoring and carry the Truthset badge that says so.

+ more24+ providers, contributing quarterly

A selection of participating Data Collective providers; the full Collective spans 24+ contributing providers.

For data providers

Get graded. Get the badge. Get paid on accuracy.

Truthset Q4 2025 Provider badge

Prove it, independently. Benchmark your segments anonymously against the industry pool, bring third-party validation into every client meeting, and promote Data Rated segments on buying platforms, carrying the Truthset badge that says your data has been vetted and scored.

Earn on it. Participating providers’ records power Data Rated Audiences and ID Max reach expansion, a revenue stream where accuracy is what gets bought alongside scale and price. The Collective is how the market’s focus moves from “how many IDs” to “how many right.”

TALK TO US ABOUT JOINING →
What membership gets you

Know where you stand. Then charge for it.

BENEFIT 01

An indexed accuracy score for every attribute

Every attribute in your file gets scored against deterministic ground truth and returned as an index, where the cohort average is set at 100. An index of 118 puts that attribute 18% above the market. An index of 82 tells you where to go to work, quarters before a buyer notices.

100

cohort average · scored per attribute · private to you

BENEFIT 02

Sell your data for more by offering Rated Audiences

A graded audience carries a Data Ratings tier on every record. Buyers who have been paying flat rates for unverifiable audiences have a reason to pay a premium for yours, and you have something to defend the price with.

AAA–B

accuracy tiers · scored on every record

BENEFIT 03

Use ID Max to lift your own match rates

Run your file through ID Max and resolve it against 302M validated Person IDs and 129M households. Members see the same lift everyone else does on the files they bring in and the files they send out.

40–200%

validated match-rate lift · vs. status-quo first-party matching

BENEFIT 04

Earn incremental revenue from Data Rated Audiences

Participate in Data Rated Audiences and earn on audiences built from your contributed records. They activate through direct integrations with The Trade Desk, Yahoo, Magnite, FreeWheel and Databricks, which is distribution you are not buying your way into.

1:1

PII activation · no device-ID bridge in the path

How it works

Contribute. Cross-validate. Grade.

STEP 1

Providers contribute quarterly

The world’s largest data providers send Truthset their data each quarter, 5B emails, 140M postals and 25+ demographic attributes, into one anonymously benchmarked pool.

STEP 2

A patented algorithm scores every record against ground truth

Truthset’s patented AI/ML process (US Patent 11,971,872; additional patent pending) evaluates, compares, and scores each record and attribute against the pool and against Truthset’s Validation Sets: independent, multisourced panels of deterministic, declared data covering 1.4M US consumers. The Validation Sets train the model; scores are then tested against a holdout group the model never saw, benchmarked to the U.S. Census and Pew.

STEP 3

Every identity inherits the grade

The output is record-level accuracy scores and Data Ratings tiers (AAA–B) on every linkage and attribute in the Mastergraph. That is the validation layer every ID Max match inherits, record by record.

DATA COLLECTIVE provider 01 provider 02 provider 03 ⋮ provider 24+ 5B emails · 140M postals 25+ attributes contributed quarterly VALIDATION SETS our ground truth panel 01 · declared panel 02 · declared holdout group 1.4M US consumers independent · multisourced deterministic · declared trains the model scores tested vs. holdout SCORING ALGORITHM patented AI / ML US Patent 11,971,872 evaluates, compares & scores every record & attribute benchmarked to U.S. Census & Pew MASTERGRAPH 302M validated people 129M households PII only, no device IDs DATA RATINGS AAA AA A B every linkage graded most files land in AAA Trained on ground truth. Tested on records the model never saw. Benchmarked to the U.S. Census and Pew.
The Collective, scored against Validation Sets of deterministic ground truth, trained and tested vs. holdouts.
Why a collective

A single-source graph can’t check itself.

The market’s big identity bets run the other way: acquire one identity asset and route every client through it. One roadmap, one methodology, and every accuracy claim comes from the same company that built the graph. There is no outside check, and a weak match rate or coverage gap is inherited by every client on the graph at once.

The Collective is the structural answer: every number comes from cross-checking many providers against each other. If one provider’s data drifts or a relationship ends, the graph absorbs it. If a new source emerges, it gets evaluated in, and the architecture never has to change around it.

24+

providers contributing quarterly

5B / 140M

emails / postal addresses in the pool

1.4M

US consumers in the Validation Sets, ground truth tested vs. holdouts

95%

U.S. Census coverage

See your validated number on your own file.

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