GTM AI Index
Index Vendors › Roku · September 2026 Edition
1 category · Ranked

Roku

23Judge labels
0First choices
3Negative labels
11 of 12Models named it
1Category
September 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-09-16.3, every buyer segment counted.
Best standing
0% in Video ads for small business buyers
Rank 16 of 121 in the mid-market standing
0 of 12 models made it the first choice on the direct prompt; 0% of its 7 labels there were negative.
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 Roku 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 rateLabelsQuadrant
Video advertisingMarketing0%16 of 1210%7under 10 labels · led by StackAdapt at 24%

Movement

This is the first edition on this tier, so no move can be computed for Roku yet. The next is due October 1, 2026. From the next edition this section shows, per buyer segment, whether its share moved by more than the measured noise floor.

By model

How each model treated Roku across every prompt where it was named for a mid-market B2B company. Twelve models, six prompts per category.
ModelFirst choiceAlternativeMentionNegativeLabels
Claude Haiku 4.500000
GPT-5.4 mini00000
Gemini 3.5 Flash00000
Perplexity Sonar01001
Grok 4.1 Fast01001
Mistral Small02002
DeepSeek V4 Flash00000
Llama 4 Maverick00000
Qwen 3.7 Flash01001
Kimi K201001
GLM 4.7 FlashX00000
MiniMax M2.501001

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
Paraphrase2 labelsNone
Comparative10 labelsNone
Budget-constrained2 labelsNone
Scale-constrained3 labelsNone
Negative6 labelsNone
First choiceAlternativeMentionNegative23 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.

“Allocate budget to CTV via programmatic platforms (like The Trade Desk or Roku\u2019s Precision targeting)” Qwen 3.7 Flash · Video ads · comparative prompt · alternative
“Roku Ads Manager: $500 minimum campaign, can use AI-upscaled social assets” Kimi K2 · Video ads · budget prompt · alternative
“Focused on CTV/streaming inventory rather than general web video.” Perplexity Sonar · Video ads · comparative prompt · alternative
“Direct buys on premium CTV platforms (Hulu, Roku, Amazon Fire TV)” Mistral Small · Video ads · negative 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.

No model argued against it.

Named alongside

The products named in the same answers as Roku, over the 23 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Roku was named but was not.
ProductSame answerTook the first choice insteadHead to head
TikTok Ads15 of 232Not in the top three
YouTube Ads14 of 238Not in the top three
Meta Ads12 of 236Not in the top three
Vibe.co11 of 234Not in the top three
The Trade Desk11 of 230Not in the top three
StackAdapt10 of 231Not in the top three
Hulu7 of 230Not in the top three
LinkedIn Video Ads6 of 231Not in the top three
MNTN6 of 230Not in the top three
Spotify Ads6 of 230Not in the top three
A head-to-head page exists where both products are in a category's top three. 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 Roku. A fact about retrieval, not a lever on the model.

Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 3 of the 23 answers that named Roku and are not a share of its labels.

Domains cited

adpushup.com2
demandbase.com2
guideflow.com2
indiemedia.club2
influencermarketinghub.com2
learn.g2.com2
mobidea.com2
vibe.co2
ads.tiktok.com1
adwave.com1

Eighteen of the eighteen domain citations in answers naming Roku came from somebody else's page.

Pages cited

Pages are listed as the models cited them.

Names read as Roku

What the judge wrote, as written, with how often. The vendor table decides that these count as Roku; a claim can dispute any of them.
Roku Ads Manager 3

The company

Roku.
Website
roku.com
Headquarters
Los Gatos, United States
Founded
2002
Employees
about 817 (2017)
Ownership
Public, ROKU on Nasdaq

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

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 Roku'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 Roku, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.

It does not get any change to labels, shares or verdicts, any preview, or any say over which quotes appear. A verification link goes to your work email; an address at roku.com is approved on the spot, any other address is reviewed by hand.

Your name and company appear on the claimed page, or the company alone if you ask below. A title and a LinkedIn address appear there too if you give them, and are left off if you do not. Your email address is never published.