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UGC Agent research

UGC research: original data on creators and brand programs

Numbers we measure ourselves from public TikTok and Instagram data and from the UGC Agent creator index. Every page shows its date, method and limits.

The monthly UGC creator programs report

Each month we publish who ran the most UGC creators, where the views went, how programs mark their creators and how often program videos are disclosed as ads, alongside a breakdown of the creators in our index. The latest edition:

Datasets and studies

How we measure

Brand program data comes from the UGC Brands database inside UGC Agent. For each brand we search TikTok and Instagram for public program evidence, read each candidate account's profile and recent videos, and attribute an account only when the evidence is specific to the program: a program hashtag, a reused caption or promo code, a bio statement, program account naming or ad disclosures. The brand name alone never counts. Totals include confirmed and likely accounts only.

Creator data comes from the UGC Agent creator index: Instagram and TikTok accounts that the app found while running searches for its users and qualified as UGC creators. We publish aggregates (counts, medians, shares) and never a creator's email. Individual creator pages show public profile data only and carry a removal link.

Using the data

You are welcome to quote any figure with a link to the page it came from and its measured date. Each report has a citation line and a CSV download where the data is tabular. Questions, corrections or a brand you want measured next: write to us through the contact page.

Want the underlying records rather than the aggregates? UGC Agent gives you the creator-level UGC Database and the per-brand account rosters inside the app.