See the workflow, from question to decision.
Fictional scenarios, concrete artifacts and the decisions behind them.
In development · Interactive examples use fictional data3 resources
Fictional worked exampleSee the decision.TikTokData / Field libraryFictional worked example / Fictional scenario
A focused category, with the evidence kept close.
Is the product appearing in distinct, relevant use cases?
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Fictional worked exampleSee the decision.TikTokData / Field libraryFictional worked example / Fictional scenario
A smaller creator shortlist, with a reason for each name.
Which content examples demonstrate a relevant product use case?
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Fictional worked exampleSee the decision.TikTokData / Field libraryFictional worked example / Fictional scenario
Six new mentions. What actually changed?
Is the observation broad or concentrated in one part of the sample?
Explore the example ↗A smaller set of questions, with the evidence attached.
Use the guides and planning files with your own permitted sources. Examples are fictional and do not represent available product processing, live platform coverage or customer results.
A smaller watchlist. A clearer next step.
Bring a category and a research question. Agree the sources and boundaries before a pilot.
Discuss your workflow ↗No account, trial or payment is created by an enquiry.