What is Pattern known for?

ChatGPT names Pattern most often on the question “Who can help me set up and manage a TikTok Shop for my brand?”, where it appeared in 12 of 43 sampled responses (27.9%). Across the 8 TikTok Shop agency questions measured by The Shortlist Report, Pattern cleared the reporting threshold on 2.

Is Pattern a good TikTok Shop agency?

This measurement cannot answer that. It counts how often ChatGPT names Pattern when asked buyer questions, which follows how much has been written about the firm online rather than how well it works. Pattern was named in 16 of the 76 responses sampled on the questions it appears in. A firm named rarely may still be excellent, and a firm named often may not suit a given brief.

Why is Pattern in tier 2?

Pattern reaches tier 2 at its best. Tiers group firms the sample cannot statistically separate from that tier's leader, using McNemar's test at 95%. A lower tier means the sample could separate the firm from the leading group on that question.

Which firms compete with Pattern?

The firms most often named on the same questions as Pattern are MediaLabs and Social Tale. That overlap indicates which firms a buyer asking the same questions is likely to see alongside Pattern; it is not a judgement of which is the better fit.

Firm profile

Pattern

Pattern was named in 2 of the 8 TikTok Shop agency questions measured by The Shortlist Report, appearing in 16 of the 76 AI responses sampled across those questions (21.1%).

pattern.com · Last measured August 8, 2026 · how we measure

2 / 8Questions named in

16Responses naming it

21%Of 76 sampled

2Best tier reached

Pattern is strongest on “Who can help me set up and manage a TikTok Shop for my brand?”, where it was named in 12 of 43 responses (27.9%), placing it in tier 2 of that report.

Where Pattern was named

One row per report in which Pattern cleared the reporting threshold. Reports where it was not named often enough to clear that threshold are not listed. Each report states its own sample size and collection window.
Question	Tier	Responses	Share
Who can help me set up and manage a TikTok Shop for my brand?	2	12 of 43	27.9%
Which agencies specialize in TikTok Shop affiliate and creator programs?	2	4 of 33	12.1%

What Pattern gets named for

Across the 8 TikTok Shop agency questions measured, Pattern is named most often on “Who can help me set up and manage a TikTok Shop for my brand?” — it appears in 12 of the 43 ChatGPT responses to that question, or 27.9% of them. Its next strongest question is “Which agencies specialize in TikTok Shop affiliate and creator programs?”, where it appears in 4 of 33 responses (12.1%).

Pattern clears the reporting threshold on 2 of the 8 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 “Who can help me set up and manage a TikTok Shop for my brand?”, Pattern sits in tier 2 of 3, named in 12 of 43 responses (27.9%). That places it below the leading group on this question, where the top firm was named in 44.2% of responses against Pattern’s 27.9%. It shares tier 2 with BA Media, Social Tale, MomentIQ, TikSale, TokFusion and MediaLabs, 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 “Which agencies specialize in TikTok Shop affiliate and creator programs?”, Pattern sits in tier 2 of 2, named in 4 of 33 responses (12.1%). That places it below the leading group on this question, where the top firm was named in 57.6% of responses against Pattern’s 12.1%. It shares tier 2 with Maverick Creative, Creatify, DotcomMax, Social Tale, Trendr Media, Hamster Garage, Sociallyin and Advertise Purple, which the sample cannot separate from it.

Where Pattern does not appear

Pattern was not named often enough to clear the reporting threshold on 6 of the 8 questions: “What are the best TikTok Shop agencies?”, “What are the best agencies for TikTok Shop creator sourcing and management?”, “What are the best US-based TikTok Shop agencies?”, “What are the best TikTok Shop agencies for a small brand with a limited budget?”, “Which agencies work with supplement, apparel, food and home goods brands on TikTok Shop?” and “Our TikTok Shop sales stalled after a strong first month. Who can we hire to fix it?”.

An absence here is a fact about visibility, not about capability. It means that when buyers put that question to ChatGPT during the sampling window, Pattern was not among the firms it reached for — which is worth knowing if that question describes the work you are hiring for, and worth nothing as a judgement of how well the firm does that work.

Firms named alongside Pattern

When ChatGPT names Pattern, these firms most often turn up on the same questions: MediaLabs (2 shared questions) and Social Tale (2 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

What this page is, and is not

It is a count of how often AI assistants named Pattern when asked buyer questions about TikTok Shop agencies. Nothing here is a review, a rating, or an assessment of the firm’s work.
Pattern did not submit this listing, was not contacted about it, and cannot pay to change it, move up, or be removed.
A firm named in few responses may still be excellent. Share follows what has been published about a firm online, which is what an AI assistant reads.
Wrong details, or a firm merged with another of a similar name? We fix those.

All firms · All 8 reports