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GTM AI Index
Index › Products › TikTok Shop · October 2026 Edition
1 category · Named, not ranked

TikTok Shop

4Judge labels
0First choices
4Negative labels
4 / 14Models named it
1Category
October 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-10-05.2, every buyer segment counted.
Standing
3 labels, too few to rank
A product needs 10 labels in a category before a share or quadrant is stated. TikTok Shop was named 3 times in Ecommerce, where BigCommerce B2B Edition led with 47%. The labels and the evidence are below, counted exactly.
By buyer segmentRead the same way at every buyer size.
In ecommerce · each standing computed within its segment · bars are 0 to 100 · the accent bar is the product's own best reading

Standing by category

Every category where a model named TikTok Shop for a mid-market B2B company. Share is first choices across the direct, paraphrase, budget and scale prompts; rank is within every product named in that category.
CategoryFunctionShareRankNegative rateLabelsQuadrantSince September 2026
Ecommerce platformsRevenue operations0%67 of 71100%3under 10 labels · led by BigCommerce B2B Edition at 47%=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.

Movement

Since September 2026, TikTok Shop held within the floor in its one category: no change cleared 11 points.

Best category · Ecommerce · by segment

Mid-market=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.
0%from 0% in September 2026
Inside the floor by 11 pointsRank 83 → 48 of 60

All categories · Mid-market

CategorySeptember 2026NowChangeReadingRank
Ecommerce0%0%=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.Within noiseRank 83 → 67 of 71

Shares here are read over the models both editions asked, so they can differ by a point or two from the standing above, which counts every model in this edition.

The floor is 11 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one is noise, and both are shown. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. How the floor is measured · The editions

By model

How each model treated TikTok Shop across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
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ModelFirst choiceAlternativeMentionNegativeLabels
Claude Haiku 4.500000
GPT-5.4 mini00000
Gemini 3.5 Flash00000
Perplexity Sonar00000
Grok 4.2000000
Mistral Small00000
DeepSeek V4 Flash00000
Llama 4 Maverick00000
Qwen 3.7 Flash00000
Kimi K200011
GLM 4.7 FlashX00000
MiniMax M2.500011
GPT-6 Luna00000
Muse Glimmer 30B00011

By framing

Which of the six questions produced the naming. By model says how often; this says asked what. The first-choice count on the right carries the marks of the models that produced it.
FramingLabels by classFirst choices
Direct0 labelsNone
Paraphrase0 labelsNone
Comparative0 labelsNone
Budget-constrained0 labelsNone
Scale-constrained0 labelsNone
Negative4 labelsNone
First choiceAlternativeMentionNegative4 labels in all, every segment counted; 0 of the 0 first choices count toward share, since the comparative and negative framings do not. The bar is one segment per label class, to scale within the framing.

What the models said for it

Verbatim evidence the judge attached to positive labels.

No positive label carried a quote.

And against it

Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.

“TikTok Shop cited most for marketplace fraud by 34.7% of US shoppers” Muse Glimmer 30B · Ecommerce · negative prompt · hard negative
“Many fake stores and fraudulent sellers” Kimi K2 · Ecommerce · negative prompt · hard negative
“Common for scams, fake stores, and non-delivery” MiniMax M2.5 · Ecommerce · negative prompt · soft negative

Named alongside

The products named in the same answers as TikTok Shop, over the 4 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and TikTok Shop was named but was not.
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ProductSame answerTook the first choice insteadHead to head
Etsy3 of 40Not among the top eight
Facebook Marketplace3 of 40Not among the top eight
Instagram Shopping3 of 40Not among the top eight
Shopify3 of 40Not among the top eight
Adobe Commerce2 of 40Not among the top eight
Ecwid2 of 40Not among the top eight
Square Online2 of 40Not among the top eight
Temu2 of 40Not among the top eight
WooCommerce2 of 40Not among the top eight
AliExpress1 of 40Not among the top eight
A head-to-head page exists where both products are among a category's top eight. The other rows are the same fact without a page behind them, so they link to the product instead.

What carried it into the answer

The sites and pages cited by the answers that named TikTok Shop. A fact about retrieval, not a lever on the model.

Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 4 of the 4 answers that named TikTok Shop and are not a share of its labels.

Domains cited

shopify.com3
sting9.org3
bigcommerce.com2
learn.g2.com2
netguru.com2
techradar.com2
theretailexec.com2
wise.com2
aarp.org1
adamenfroy.com1

Twenty of the twenty domain citations in answers naming TikTok Shop came from somebody else's page.

Pages cited

Pages are listed as the models cited them.

Search and answers

tiktok.com is not in Google's top ten for any of the category's searches. In the answers, TikTok Shop takes 0% of first choices and BigCommerce B2B Edition takes 47%.
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In search

Google, US estimates
Position for “ecommerce platform”
–
not in the top ten
Position for “best ecommerce platform”
–
not in the top ten
Organic visits to its site
about 318,250,761 a month
Searches its site ranks for
49,438,879 · 2,229,312 in the top three
Sites linking to it
3,861,574
Paid Google search
209 searches its ads show for, about 3,981 clicks and $58,994 a month (estimate)
Ads on GoogleDetailLess
92+ ads · 33 text, 31 video, 28 image · 92 shown in the last 30 days

First shown February 2023, as Tiktok Pte. Ltd., verified. Ads started 2025-10 to 2026-09: 85 in the year, 7 before. 28 more by other advertisers linking to it.

On Google's pages: 1 2 3 4

In answers

This edition
Share of first choices
0%
rank 67 of 71 in ecommerce
Segment leader
47%
BigCommerce B2B Edition
First choices
0 across its categories
Named in
4 answers
Its own site cited
in 4 of the answers that named it

Search figures are US estimates from DataForSEO, read September 28, 2026; AI search demand is its modeled, directional estimate, not a count of queries to any assistant. The answers are this edition's. Two measurements side by side: neither is read as the cause of the other.

What it publishes

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Addresses on tiktok.com
5,561
subdomains included
Content
878
counted in the table below
Documentation
4
Product · Integration
0 · 14
KindPagesLast 90 days2025-10 to 2026-09LatestCategories named
Blog49202024-08-22
Podcast or video362undated
Case study702021-05-04
Conference or event602021-04-01
Glossary or explainer6undated
Report or ebook5undated
How it is countedHide how it is counted

Every page tiktok.com exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.

Names read as TikTok Shop

What the judge wrote, as written, with how often. The vendor table decides that these count as TikTok Shop; a claim can dispute any of them.
Instagram Shopping / TikTok Shop 1

Follow TikTok Shop

An email the morning each edition publishes: where this product moved, where it held, and by how much against the noise floor. One address, confirmed by a click; a stop link in every email.

Already following? Everything you follow, with a stop for each.

The company

TikTok is the company behind TikTok Shop.
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On record

Wikidata
Website
tiktok.com
Headquarters
Ireland
Founded
2016

Fetched September 14, 2026. These describe the company, not the product's standing, and a claimed page can dispute any of them. · Wikidata · LinkedIn

In its own words

Stated by the vendor, not checked
Positioning
is now available on web! Browse your favorite items.
Not stated on the pages read
Who it is for, price, starting price, free plan or trial, integrations, certifications, hosting, customers

What TikTok Shop's own pages state, read October 5, 2026: tiktok.com/tag/retail, tiktok.com/tag/tiktok, tiktok.com/business/en/apps/tiktok, tiktok.com/business/zh/apps/tiktok, tiktok.com/business/it/apps/tiktok. A claimed page can correct any of them.

Is this your product?

Claim this page

Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when TikTok Shop's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as TikTok Shop, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.

What a new claim receivesHide what a new claim receives

A new claim receives the current edition's vendor brief for TikTok Shop by email, built from the raw record of the edition. It shows:

  • where TikTok Shop is named, by buyer and by framing, and which cells hold its first choices;
  • the claims the models make when they name it, ranked, with the strongest and the weakest quoted;
  • its vocabulary against the segment leader's, and the pages the models cited;
  • who was chosen in the answers that did not name TikTok Shop, and every reason the record gives;
  • a battlecard for each top rival: the head-to-head split, why they win, and the reservation quoted against them;
  • one page of published figures cleared to show a buyer.
The subscriber app

A verification link goes to your work email; an address at tiktok.com is approved on the spot, any other is reviewed by hand. Your email is never published. Claiming gives no say over labels, shares, verdicts or which quotes appear.