Head to head
Pattern vs Social Tale
Named side by side in 6 TikTok Shop agencies questions. Social Tale came out ahead on 4; on 1 the sample cannot tell them apart.
Over 6 TikTok Shop agencies questions measured by The Shortlist Report over 1357 AI responses, Social Tale was named more often than Pattern on 4 of them, Pattern on 1, and the sample could not separate them on the remaining 1.
How Pattern and Social Tale differ
This data does not establish which firm is better. Pattern’s strongest result relative to Social Tale was on “What are the best TikTok Shop agencies?” (49.6% versus 39.8%), while Social Tale’s strongest result relative to Pattern was on “Which agencies work with supplement, apparel, food and home goods brands on TikTok Shop?” (71.0% versus 12.4%).
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
| Question | Pattern | Social Tale | Ahead |
|---|---|---|---|
| Which TikTok Shop agencies work with enterprise consumer packaged goods brands?245 responses | 46.9% | 51.4% | Same tier — too close to call |
| What are the best TikTok Shop agencies?379 responses | 49.6% | 39.8% | Pattern |
| Which agencies work with supplement, apparel, food and home goods brands on TikTok Shop?210 responses | 12.4% | 71.0% | Social Tale |
| Which agencies specialize in TikTok Shop affiliate and creator programs?159 responses | 18.2% | 59.1% | Social Tale |
| Who can help me set up and manage a TikTok Shop for my brand?211 responses | 18.0% | 51.7% | Social Tale |
| What are the best agencies for TikTok Shop creator sourcing and management?153 responses | 15.0% | 43.8% | Social Tale |
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 1 of these 6 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 1357 responses, so neither is being scored on a sample the other did not face.
The full picture on each
- Everything measured about PatternManages marketplace operations, advertising, retail strategy, and international expansion for enterprise brands across Amazon and multiple marketplaces.
- Everything measured about Social TaleFull-service TikTok Shop support including shop setup, creator and affiliate management, ads, and LIVE commerce for DTC brands.