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Research

Flagship data studies built on our creator dataset. This is the work the brand is named for — original research, audited numbers, and the benchmarks every agency deck quietly borrows. We print the numbers everyone else leaves out, with the methodology attached so you can check our math.

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7,095 TikTok Videos Show Teen Ad Rules Can Miss Influencer Posts

The formal ad product looked DSA-compliant. The risk was sponsored-looking creator and brand posts that kept reaching minor accounts through the recommendation feed.

By Elliot Padfield 6 min
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Research

YouTube Affiliate Videos Clearly Disclosed Paid Links 12.2% of the Time

A 2 million-video YouTube study found 146,800 affiliate videos; 45.5% had any disclosure and 12.2% clearly told viewers about compensation and the linked relationship.

By Elliot Padfield 5 min
Research

Spotify Paid Out to 81,100 Artists Above $10,000 in 2025 — About 0.6% of the ~13 Million Who Have Uploaded

Spotify's report counts 81,100 artists who cleared $10,000 last year but never sets them against the ~13 million people who have uploaded — a ratio of about 0.6%.

By Brandon Huang 5 min
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