1 documented product CSV / JSON sample formats September 20, 2026 last category review

A marketing intelligence dataset organizes campaign, audience, channel, engagement, cost, and competitive observations for analysis. The source definition and date window matter because familiar labels such as reach and engagement do not mean exactly the same thing on every platform.

The current product specification

The Campaign And Audience Signals Dataset keeps channel, audience, measurement, currency, source, and observation dates together. Its public page includes a field dictionary, illustrative records, collection rules, and limitations.

Keep the categories separate

If the starting point is queries, rankings, search visibility, or result features, use SEO And Search Datasets. If the job needs labeled examples for a model, use AI And Machine Learning Datasets. Campaign intelligence, SEO research, and model training can overlap, but they are not interchangeable datasets.

Fields worth checking first

  • Platform and channel source.
  • Campaign and audience identifiers.
  • Measurement definition and denominator.
  • Currency and cost window.
  • Observation start, end, and last-verified dates.

New to this category? Read the guide to Marketing Intelligence Datasets

Datasets In This Category

Want to inspect the field structure first? Generate A Free Sample