USE CASE / RESEARCH

Market research

A regional IP can change what a site shows, but it does not turn a single observation into market truth. Define the sample, preserve the request context and report uncertainty with the result.

WORKFLOW

Keep the test reproducible.

  1. Write the research question and regional sample before collecting pages
  2. Keep cookies, headers, session behavior and timestamps consistent
  3. Store raw observations separately from the interpretation built on top of them

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