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TikTok → purchase, Germany

Which TikTok users actually buy afterwards, and how do they differ from heavy users who never convert?

Ontologist: maps the question onto the panel schema
Data Scientist: profiles 845M TikTok events
Researcher: checks the category against the open web
Editor: writes the report
Report ready

TikTok-to-purchase: German converters vs. heavy non-converters

  • Executive summary
  • Findings: TikTok activity & conversion
  • Determinants of heavy vs. light usage
  • Key takeaways & recommendations
14 pages · sources & charts included

A real agent crew

Data analyst, data scientist, web researcher, report writer. All working on your question in parallel.

Direct access to the panel

The agents work on 11B+ real behavioral data points, not on summaries.

Citable reports

Structured reports with sources, visualizations and recommendations, management-ready.

Follow-ups welcome

Every report starts a conversation: ask follow-ups, refine the analysis, go deeper.

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25,000+people in the panel, verified through connected accounts
11B+behavioral data points across 12 platforms
100%opt-in: every share is a conscious, paid decision
GDPRnative & EU-hosted. Never used to train open models.

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