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Use case

Build Market Intelligence Dashboards

Combine web, company and industry data sources into ongoing dashboards for competitive and market monitoring.

The problem Strategy, product and market research teams want a continuously updated view of competitors and market trends, which requires combining several data sources into one pipeline.

Data you'll need

  • Competitor pricing/product data
  • Company and firmographic data
  • Industry and economic indicators

Recommended provider types

Web data platformsCompany data providersDataset marketplaces

Buying criteria

  • Ability to combine multiple data sources reliably
  • Update frequency across all sources
  • Integration with your BI/analytics stack
  • Total cost across combined sources

Risks and compliance considerations

  • Combining sources with different update cadences can create misleading snapshots
  • Ensure each underlying source is properly licensed for your use

Mistakes to avoid

  • Building a dashboard on a single fragile data source
  • Not accounting for differing refresh rates across combined sources

Recommended providers

Frequently asked questions

How many data sources should a market intelligence dashboard use?

There's no fixed number — start with the two or three sources that answer your highest-priority questions, then expand as needs grow.