Firm profile

Pattern

Pattern was named in 10 of the 30 TikTok Shop agencies and Amazon agencies questions measured by The Shortlist Report, appearing in 1099 of the 3505 AI responses sampled across those questions (31.4%).

pattern.com · Last measured October 29, 2026 · how we measure

Pattern is strongest on “What are the best TikTok Shop agencies?”, where it was named in 310 of 533 responses (58.2%), placing it in tier 2 of that report.

Where Pattern was named

What Pattern gets named for

Across the 30 TikTok Shop agencies and Amazon agencies questions measured, Pattern is named most often on “What are the best TikTok Shop agencies?” — it appears in 310 of the 533 ChatGPT responses to that question, or 58.2% of them. Its next strongest question is “Which TikTok Shop agencies work with enterprise consumer packaged goods brands?”, where it appears in 186 of 355 responses (52.4%).

Pattern clears the reporting threshold on 10 of the 30 questions. The spread matters as much as the peak: a firm named across several different questions is one an assistant reaches for generally, where a firm named on one is attached to a single specialism.

What Pattern’s tier placings mean

On “What are the best TikTok Shop agencies?”, Pattern sits in tier 2 of 7, named in 310 of 533 responses (58.2%). That places it below the leading group on this question, where the top firm was named in 66.6% of responses against Pattern’s 58.2%. It holds tier 2 alone. 13 further firms were named on this question but fell into lower tiers, meaning the sample did separate Pattern from them.

On “Which TikTok Shop agencies work with enterprise consumer packaged goods brands?”, Pattern sits in tier 2 of 6, named in 186 of 355 responses (52.4%). That places it below the leading group on this question, where the top firm was named in 59.4% of responses against Pattern’s 52.4%. It shares tier 2 with Social Tale, which the sample cannot separate from it. 7 further firms were named on this question but fell into lower tiers, meaning the sample did separate Pattern from them.

On “What are the best Amazon agencies?”, Pattern sits in tier 4 of 7, named in 209 of 415 responses (50.4%). That places it below the leading group on this question, where the top firm was named in 96.6% of responses against Pattern’s 50.4%. It holds tier 4 alone. 9 further firms were named on this question but fell into lower tiers, meaning the sample did separate Pattern from them.

On “Which Amazon agencies work with large consumer brands?”, Pattern sits in tier 2 of 5, named in 112 of 410 responses (27.3%). That places it below the leading group on this question, where the top firm was named in 40.7% of responses against Pattern’s 27.3%. It shares tier 2 with Acadia, which the sample cannot separate from it. 7 further firms were named on this question but fell into lower tiers, meaning the sample did separate Pattern from them.

On “What are the best agencies for TikTok Shop creator sourcing and management?”, Pattern sits in tier 3 of 4, named in 45 of 219 responses (20.5%). That places it below the leading group on this question, where the top firm was named in 49.8% of responses against Pattern’s 20.5%. It shares tier 3 with MADA and Social Commerce Club, which the sample cannot separate from it. 3 further firms were named on this question but fell into lower tiers, meaning the sample did separate Pattern from them.

On “Which Amazon agencies specialise in my category?”, Pattern sits in tier 2 of 3, named in 77 of 375 responses (20.5%). That places it below the leading group on this question, where the top firm was named in 40.0% of responses against Pattern’s 20.5%. It shares tier 2 with Brandwoven and Envision Horizons, which the sample cannot separate from it. 6 further firms were named on this question but fell into lower tiers, meaning the sample did separate Pattern from them.

On “Who can help me set up and manage a TikTok Shop for my brand?”, Pattern sits in tier 3 of 5, named in 57 of 299 responses (19.1%). That places it below the leading group on this question, where the top firm was named in 48.5% of responses against Pattern’s 19.1%. It shares tier 3 with MediaLabs and RGC Mkt, which the sample cannot separate from it. 5 further firms were named on this question but fell into lower tiers, meaning the sample did separate Pattern from them.

On “Which agencies specialize in TikTok Shop affiliate and creator programs?”, Pattern sits in tier 6 of 6, named in 36 of 226 responses (15.9%). That places it below the leading group on this question, where the top firm was named in 78.3% of responses against Pattern’s 15.9%. It holds tier 6 alone.

On “Which agencies work with supplement, apparel, food and home goods brands on TikTok Shop?”, Pattern sits in tier 5 of 6, named in 46 of 298 responses (15.4%). That places it below the leading group on this question, where the top firm was named in 66.8% of responses against Pattern’s 15.4%. It shares tier 5 with Social Commerce Club, which the sample cannot separate from it. 2 further firms were named on this question but fell into lower tiers, meaning the sample did separate Pattern from them.

On “Who can expand our Amazon business into other countries?”, Pattern sits in tier 3 of 3, named in 21 of 375 responses (5.6%). That places it below the leading group on this question, where the top firm was named in 20.3% of responses against Pattern’s 5.6%. It shares tier 3 with J&P Accountants, Wellridge, AnyMind Group and Rising Sun Commerce, which the sample cannot separate from it.

Firms named alongside Pattern

When ChatGPT names Pattern, these firms most often turn up on the same questions: MediaLabs (6 shared questions), Social Tale (6 shared questions), Creatify (5 shared questions), MADA (4 shared questions), Social Commerce Club (4 shared questions), Tinuiti (4 shared questions), Acadia (3 shared questions) and Outlandish (3 shared questions).

That overlap is the closest thing this data holds to a shortlist: these are the firms a buyer asking the same questions is most likely to see beside Pattern. It says nothing about which of them is the better fit.

MediaLabs · Social Tale · Creatify · MADA · Social Commerce Club · Tinuiti · Acadia · Outlandish

Pattern compared

Where Pattern was measured against another firm on the same questions, over the same responses.

• Pattern vs MediaLabs6 shared questions
• Pattern vs Social Tale6 shared questions
• Pattern vs Creatify5 shared questions
• Pattern vs MADA4 shared questions
• Pattern vs Social Commerce Club4 shared questions

All firms · All 30 reports