All use cases

Export teams, product managers, and market researchers

Build a competitor analysis and market intelligence system with AI

Collect relevant public sources, compare competitors, preserve citations, and turn findings into a report, presentation, and searchable internal workspace.

A practical first version

Bring into the brief

  • Research question and target markets
  • Competitor names and comparison criteria
  • Approved documents and public web sources

Review as output

  • Source-backed research brief
  • Competitor comparison prototype
  • Report and presentation starting points
Review source material, workflow rules, and generated code before production use.

The workflow problem

Market notes lose their source, date, and comparison criteria as they move from browser tabs into a slide deck.

What to prepare

  • Research question and target markets
  • Competitor names and comparison criteria
  • Approved documents and public web sources

Use sanitized sample records for your first prototype if production data cannot be shared.

From brief to reviewable software

The build is iterative. Confirm the structure and behavior before treating an AI-generated version as the final system.

  1. 01

    Plan research questions and source types

  2. 02

    Collect and review evidence with citations

  3. 03

    Structure a comparison workspace and draft deliverables

What the first version should include

  • Source-backed research brief
  • Competitor comparison prototype
  • Report and presentation starting points

Web collection depends on search configuration, site access, and source quality. Treat estimates and unsupported claims as unverified until checked.

Example starting brief

“Research the European market for industrial sensors. Compare five competitors on positioning, product range, distribution, public pricing, and target customers. Keep source URLs and dates, flag unknowns, then draft a report and a sales briefing deck.”

Adapt the fields, rules, and roles to your organization. This is a starting prompt, not a prebuilt production system.

Take the next step from this brief

Start with your own requirements, then review the generated app and supporting deliverables.

Open AppProduce

More use cases