TheShortlist Report

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Research · Buying guides · No paid placement

Head to head

MediaLabs vs The Brand Buddies

Named side by side in 4 TikTok Shop agencies questions, and the sample does not separate them on the balance of results.

42.5%MediaLabs
30.7%The Brand Buddies
1–1Questions led
2Too close to call

MediaLabs and The Brand Buddies were named in 4 TikTok Shop agencies questions measured by The Shortlist Report over 851 AI responses: MediaLabs in 42.5% of responses and The Brand Buddies in 30.7%, with neither ahead of the other on more questions than the reverse.

How MediaLabs and The Brand Buddies differ

This data does not establish which firm is better. MediaLabs’s strongest result relative to The Brand Buddies was on “Which TikTok Shop agencies work with enterprise consumer packaged goods brands?” (64.1% versus 11.8%), while The Brand Buddies’s strongest result relative to MediaLabs was on “What are the best TikTok Shop agencies for a small brand with a limited budget?” (41.4% versus 26.1%).

Those are the clearest differences in the shared sample. They measure which firm AI assistants surfaced more often for each buyer question, not service quality or client results.

Question by question

How to read this

Share is the percentage of sampled ChatGPT responses to a question that named the firm at all — a measure of visibility, not of the work. A capable firm little has been written about will score low, which is a fact about how often it gets named and not a verdict on whether to hire it.

"Too close to call" is a result, not a gap in the data. Firms are grouped into tiers holding every firm the sample cannot statistically separate from that tier's leader, so two firms in one tier are reported as level however their percentages happen to fall. On 2 of these 4 questions that is what the measurement supports, and saying otherwise would be inventing precision.

Nothing here is our judgement of who is good. It is a count of who gets named. Both firms are measured over the same questions and the same 851 responses, so neither is being scored on a sample the other did not face.

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