DemandVerified™ / Data Transparency

Know what your intelligence means.

Know what the inputs can tell you, how audiences are processed, and what needs to be agreed before activation.

Read the capability label before choosing a program.

Capability status definitions
StatusMeaning
AVAILABLECurrently operational.
MANAGEDDelivered through service and operations.
CUSTOMRequires a scoped implementation.
BETAFunctional with limited release.
ROADMAPProduct direction; not currently functioning software.

Labels apply only to the capability described. A working sample tool is not a live intelligence feed. A roadmap page is not an offer of functioning software, and no release date is committed.

01 / Data Transparency

Observed data

Recorded events or fields made available by a source, such as an authorized form submission. An observation still has coverage, accuracy, and timestamp limits.

02 / Data Transparency

Derived attributes

Fields calculated from other information, such as elapsed time since an observation or an aggregate area count. Record the calculation and missing inputs.

03 / Data Transparency

Inferred signals

Interpretations of activity, such as possible category relevance. An inferred signal is not confirmed purchase intent.

04 / Data Transparency

Customer-provided data

Authorized CRM records, customer histories, and campaign outcomes supplied for an agreed purpose. Existing permissions and exclusions remain important.

05 / Data Transparency

Signal categories

Programs may evaluate available research-related indicators, first-party engagement, property or market context, and geographic patterns. Specific sources and categories depend on the scoped program.

06 / Data Transparency

Audience processing and data quality

Review normalization, deduplication, identity methods, missing fields, and confidence limits. Verification applies to agreed criteria; it does not establish purchase certainty.

07 / Data Transparency

Recency and refresh

Define observation windows, delivery delay, expiration, and refresh cadence. A new file is not proof that every underlying signal is new.

08 / Data Transparency

Geography

Specify the resolution, service area, coverage, and aggregation used. Compare density with market size and observation coverage.

09 / Data Transparency

Activation and permitted use

Confirm source rights, intended purpose, destination requirements, channel permissions, and delivery format before use. Contact information alone does not establish consent.

10 / Data Transparency

Suppression and responsibilities

Agree how opt-outs, existing exclusions, unsuitable segments, and updated restrictions will be applied across refreshes and destinations.

11 / Data Transparency

Compliance considerations

Review the specific program, jurisdictions, contracts, and destination requirements with the appropriate business owners. This page describes scoping considerations and makes no legal guarantee.

12 / Data Transparency

Enrichment, matching, and scoring

Enrichment adds permitted available context; matching estimates or establishes a connection using a documented method. Prioritization scores reflect program criteria rather than a universal purchase probability. Review missing fields and unresolved matches.

13 / Data Transparency

Quality controls and limitations

Define checks for completeness, recency, duplicates, consistency, and exclusions. Quality checks reduce some errors but do not remove uncertainty or guarantee destination matching and results.

What does “verified” mean?

Verification means applying defined criteria to available data and signals to improve relevance for a particular market, audience or use case. It does not mean every person is guaranteed to purchase.

Criteria that may apply to a program
  • Identity / record validation
  • Geographic fit
  • Customer-profile fit
  • Signal relevance
  • Signal recency
  • Serviceability
  • Audience eligibility
  • Deduplication
  • Suppression
  • Program-specific criteria

Continue exploring

Ready to apply it?

Your market. An informed next move.

Define your offer, geography, available data, and intended channels. We’ll scope the intelligence and activation options for your program.

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Signals indicate potential commercial relevance—not certainty that an individual will purchase. Coverage, permitted destinations, and refresh availability vary by program.

Your market is already generating signals.

The question is whether you can see them.

Tell us what you sell and where you sell it. We’ll help determine which demand intelligence approach fits the question.

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