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GTM AI Index
Index › Products › TikTok Ads · October 2026 Edition
7 categories · Ranked

TikTok Ads

121Judge labels
5First choices
46Negative labels
14 / 14Models named it
7Categories
October 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-10-05.2, every buyer segment counted.
Best standing
7% in Video ads for small business buyers
Rank 8 of 114 in the mid-market standingcriticized challenger
0 of 14 models made it the first choice on the direct prompt; 35% of its 34 labels there were negative.
What the models named instead of TikTok Ads →
By buyer segmentRead the same way at every buyer size.
In video ads · 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 Ads 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
Video advertisingMarketing2%8 of 11435%34criticized challenger▼−4Since September 2026: 7% → 2%, −4 points. Inside the 11-point floor: within noise. Read over the models both editions asked.
Mobile appsMarketing0%27 of 11721%14accepted challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.
Search and social advertising platformsMarketing0%34 of 1130%5under 10 labels · led by Google Ads at 13%=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.
Attribution and marketing mix modelingMarketing0%123 of 123100%2under 10 labels · led by Dreamdata at 27%=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.
Ecommerce marketingMarketing0%62 of 1150%2under 10 labels · led by HubSpot Marketing Hub at 38%=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.
Content marketing platformsMarketing0%120 of 135100%1under 10 labels · led by HubSpot Content Hub at 33%newNew since September 2026: not ranked then, 0% now.
Native and content advertisingMarketing0%63 of 860%1under 10 labels · led by StackAdapt at 41%newNew since September 2026: not ranked then, 0% now.

Movement

Since September 2026, TikTok Ads held within the floor in all seven categories: no change cleared 11 points.

Best category · Video ads · by segment

Small business▼−1Since September 2026: 8% → 6%, −1 point. Inside the 11-point floor: within noise. Read over the models both editions asked.
6%from 8% in September 2026
Inside the floor by 10 pointsRank 5 → 6 of 92
Mid-market▼−4Since September 2026: 7% → 2%, −4 points. Inside the 11-point floor: within noise. Read over the models both editions asked.
2%from 7% in September 2026
Inside the floor by 7 pointsRank 6 → 8 of 110
Enterprise=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 94 → 97 of 97

All categories · Mid-market

CategorySeptember 2026NowChangeReadingRank
Video ads7%2%▼−4Since September 2026: 7% → 2%, −4 points. Inside the 11-point floor: within noise. Read over the models both editions asked.Within noiseRank 6 → 8 of 114
Mobile apps0%0%=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.Within noiseRank 25 → 27 of 117
Paid ads0%0%=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.Within noiseRank 40 → 34 of 113
Attribution & MMM0%0%=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.Within noiseRank 112 → 123 of 123
Ecommerce marketing0%0%=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.Within noiseRank 102 → 62 of 115
Content marketing0%0%newNew since September 2026: not ranked then, 0% now.New this editionRank 120 of 135, unchanged
Native ads0%0%newNew since September 2026: not ranked then, 0% now.New this editionRank 63 of 86, unchanged

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 Ads 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 4.501012
GPT-5.4 mini02002
Gemini 3.5 Flash02024
Perplexity Sonar11215
Grok 4.2001225
Mistral Small02103
DeepSeek V4 Flash02035
Llama 4 Maverick01012
Qwen 3.7 Flash02158
Kimi K212104
GLM 4.7 FlashX02305
MiniMax M2.504217
GPT-6 Luna01214
Muse Glimmer 30B02013

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
Direct1 labelNone
Paraphrase0 labelsNone
Comparative38 labels2not counted in share
Budget-constrained33 labels5
Scale-constrained2 labelsNone
Negative47 labels2not counted in share
First choiceAlternativeMentionNegative121 labels in all, every segment counted; 5 of the 9 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.

“Start with TikTok Ads if your audience is under 35, or Facebook/Instagram if you need more precise targeting.” Kimi K2 · Video ads · budget prompt · first choice
“Use YouTube or TikTok if you want the largest audience and strong creative engagement.” Perplexity Sonar · Video ads · comparative prompt · first choice
“running video ads directly *on-platform* (e.g., Instagram Reels, TikTok Feed, Facebook Feed) is highly effective” Gemini 3.5 Flash · Video ads · negative prompt · alternative
“TikTok is the cheapest CPM right now, but make sure your audience aligns with the platform's demographics.” MiniMax M2.5 · Video ads · budget prompt · alternative

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.

“The "Trap" to Watch Out For: TikTok Ads ... TikTok is physically too expensive to start with, and you should stick to YouTube or Meta.” Gemini 3.5 Flash · Video ads · budget prompt · hard negative
“avoid broad auto-placement on TikTok/X/LinkedIn video without whitelist testing” Muse Glimmer 30B · Video ads · negative prompt · hard negative
“never use them as the primary source of truth for budget allocation” Gemini 3.5 Flash · Attribution & MMM · negative prompt · hard negative
“Avoid TikTok until $5K+ budget (cheap CPI but volatile).” Grok 4.20 · Mobile apps · budget prompt · hard negative

Named alongside

The products named in the same answers as TikTok Ads, over the 121 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and TikTok Ads was named but was not.
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ProductSame answerTook the first choice insteadHead to head
The Trade Desk23 of 1213Not among the top eight
Google Ads21 of 1217Not among the top eight
Meta Advantage+ App Campaigns19 of 1212Not among the top eight
AppsFlyer18 of 1216Not among the top eight
Adjust18 of 1213Not among the top eight
Roku Ads18 of 1210Not 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 Ads. 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 110 of the 121 answers that named TikTok Ads and are not a share of its labels.

Domains cited

vibe.co38
fueler.io34
g2.com32
adwave.com28
madgicx.com26
ads.tiktok.comYour site25
learn.g2.com25
influencermarketinghub.com23
mobidea.com21
guideflow.com20

247 of the 272 domain citations in answers naming TikTok Ads 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 Ads takes 2% of first choices and StackAdapt takes 32%.
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In search

Google, US estimates
Position for “video advertising platform”
–
not in the top ten
Position for “best video advertising platform”
–
not in the top ten
Searches for its name, Google
22,200 a month (“tiktok ads”)
AI search demand for its name, est.
1,238 a month
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
2%
rank 8 of 114 in video ads
Segment leader
32%
StackAdapt
First choices
5 across its categories
Named in
121 answers
Its own site cited
in 110 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

ShowHide
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 Ads

What the judge wrote, as written, with how often. The vendor table decides that these count as TikTok Ads; a claim can dispute any of them.
TikTok 15TikTok Ads Manager 5TikTok (Ads Manager) 1TikTok Ads / Snap Ads 1TikTok for Business 1

Follow TikTok Ads

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 Ads.
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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
designed to help every advertiser get from setup to launch quickly, then keep improving with advanced intelligence tools, clear reporting, and seamless workflows that handle the heavy lifting
Not stated on the pages read
Price, starting price, free plan or trial, integrations, certifications, hosting, customers

What TikTok Ads's own pages state, read September 28, 2026: tiktok.com/business/en/blog/how-to-optimize-your-tiktok-campaigns, tiktok.com/business/en/blog/how-to-get-started-with-tiktok-ads-manager-your-step-by-step-guide, tiktok.com/business/zh/blog/how-to-get-started-with-tiktok-ads-manager-your-step-by-step-guide, tiktok.com/business/it/blog/how-to-get-started-with-tiktok-ads-manager-your-step-by-step-guide, tiktok.com/business/ko/blog/how-to-get-started-with-tiktok-ads-manager-your-step-by-step-guide. 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 Ads'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 Ads, 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 Ads by email, built from the raw record of the edition. It shows:

  • where TikTok Ads 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 Ads, 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.