GTM AI Index
Index GTM data and infrastructure September 2026 Edition

Consent and privacy management

Asked as “consent management platform”, and as “cookie consent and privacy compliance tool”, on behalf of a mid-market B2B company. 48 first choices recorded across the direct, paraphrase, budget and scale prompts, twelve models each.
Standing
Contested
25% of first choices, contested.

By buyer segment

The same question asked on behalf of a different buyer. Each standing is computed within its segment; they sit side by side and are never added together.

01The standing

Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all twelve models, for a mid-market B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
01Enzuzo25%0%34accepted challenger
02Osano19%14%42accepted challenger
03CookieYes17%11%38accepted challenger
04Cookiebot10%26%43criticized challenger
05iubenda6%9%23accepted challenger
06Termly6%22%18accepted challenger
07Usercentrics4%17%36accepted challenger
08Complianz4%0%13accepted challenger
09consentmanager2%7%15accepted challenger
10CookieScript2%8%12accepted challenger
11OneTrust2%64%47criticized challenger
Show the four products at 0%, ordered by negative rate
14Didomi0%38%24criticized challenger
15TrustArc0%37%19criticized challenger
12Ketch0%9%23accepted challenger
13Secure Privacy0%0%11accepted challenger
Bars are the share of first choices, 0 to 100Every product with at least 10 labels here. Every product name links to its vendor page.

Recommended versus criticized

Every product with at least 10 labels here, on both axes. The 30% line names a quadrant, not the verdict above: that one needs more than 40%.

Criticized challengerCriticized default
Negative label rate →
01
02
03
04
05
06
07
08
09
10
11
12
13
14
15
Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative40%
Key
01Enzuzo25%
02Osano19%
03CookieYes17%
04Cookiebot10%
05iubenda6%
06Termly6%
07Usercentrics4%
08Complianz4%
09consentmanager2%
10CookieScript2%
11OneTrust2%
12Ketch0%
13Secure Privacy0%
14Didomi0%
15TrustArc0%

02What they warned about

Three of twelve models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Grok 4.1 Fast, DeepSeek V4 Flash, Llama 4 Maverick, Qwen 3.7 Flash, Kimi K2, GLM 4.7 FlashX and MiniMax M2.5 changed. A high negative share on a product with few labels is a warning. A low share on a product with many labels is salience, not sentiment.
OneTrust
64%
30 of 47 labels negative · 9 of 12 models · 11 hard negative
“What to Avoid at Your Size - **OneTrust** — Minimum contract now **$10,000+/year**. Overkill for most mid-sized B2B companies” DeepSeek V4 Flash, paraphrase prompt
Cookiebot
26%
11 of 43 labels negative · 7 of 12 models · 5 hard negative
“a German administrative court (Wiesbaden) ruled that a university could not use **Cookiebot** (a Danish CMP) because Cookiebot served its banners using Akamai” Gemini 3.5 Flash, negative prompt
TrustArc
37%
7 of 19 labels negative · 6 of 12 models · 5 hard negative
“High cost: Median contracts around $15,000/year... Slow feature development... Steep learning curve” Kimi K2, negative prompt
Didomi
38%
9 of 24 labels negative · 6 of 12 models · 4 hard negative
“Avoid for Mid-Market B2B ... Didomi ... lacks the simplicity mid-sized B2B needs” Mistral Small, paraphrase prompt

03What they cite

Citations exist only for the models that return a source list: four of the twelve in this edition, and all six flagship models on the expanded tier.

Sites the answers cite

20 of 72 answers in this category came back with a source list, from 4 of 12 models: citations where the model returns them, or the search results it consulted. 6 of those lists are Google grounding redirects that name no site and are left out of the counts. 192 links across 70 sites, every framing counted. Ranked by the number of answers carrying the site or page. The other 8 models searched through a gateway that returned no source list on this edition.

vendor site · Osano10 answers · 12 citations · 3 models
vendor site · Secure Privacy9 answers · 11 citations · 2 models
vendor site · Usercentrics8 answers · 10 citations · 2 models
vendor site · Enzuzo7 answers · 14 citations · 2 models
vendor site · Consently7 answers · 11 citations · 2 models
vendor site · iubenda6 answers · 9 citations · 3 models
6 answers · 8 citations · 2 models
6 answers · 7 citations · 2 models
vendor site · Ketch6 answers · 6 citations · 2 models
vendor site · CookieYes5 answers · 6 citations · 1 model
vendor site · Ethyca5 answers · 5 citations · 2 models
5 answers · 5 citations · 2 models

Pages the answers cite

The ten pages named in the most answers, by full address. A page here is one the models returned with a recommendation, not one the index endorses.

04How they answered

Six framings of the same buying question, each sent to every model in a fresh session with search on. One row per model, so a row shows whether it held its answer under rewording, what it named when cost was the constraint, and what it argued against. Computed from the raw judge labels.
ModelDirect“What is the best consent management platform for a mid-market B2B company?”Paraphrase“Which cookie consent and privacy compliance tool would you recommend to a mid-sized B2B company?”Comparative“What are the top consent management platforms and how do they differ?”Budget-constrained“What is the best consent management platform for a company with a limited budget?”Scale-constrained“We are a 500 person company evaluating a consent management platform. What should we look at?”Negative“Which consent management platforms should I avoid or be cautious about?”
Claude Haiku 4.5no first choiceiubendaChanged
Four alternativesCookiebot, Enzuzo, OneTrust, Termly
no first choiceCookieYes
Four alternativesCookiebot, TermsFeed, consentmanager, iubenda
no first choicenothing named
GPT-5.4 miniOsano
One alternativeTrustArc
against: OneTrust
iubendaChanged
Two alternativesCookieYes, Termly
against: OneTrust, Osano
OneTrust, TrustArc
Four alternativesCookiebot, Didomi, Osano, Transcend
Complianz, Termly
One alternativeCookiebot
against: Osano
no first choicenothing named
Gemini 3.5 FlashOsano
Two alternativesKetch, Usercentrics
against: OneTrust, TrustArc
OsanoHeld
Four alternativesDidomi, Enzuzo, Ketch, Usercentrics
against: CookieYes, OneTrust, Termly
no first choice
Seven alternativesCookieYes, Didomi, Enzuzo, Ketch, OneTrust, Osano, Usercentrics
CookieYes, Silktide Consent Manager
Four alternativesComplianz, Enzuzo, Klaro!, iubenda
against: Cookiebot
Osano
Three alternativesCookiebot, Ketch, Usercentrics
against: OneTrust
against: Cookiebot, OneTrust
Perplexity SonarEnzuzo
Four alternativesCookiebot, OneTrust, Osano, Usercentrics
EnzuzoHeld
Three alternativesCookieYes, Cookiebot, Osano
OneTrust
Ten alternativesCookieScript, CookieYes, Cookiebot, Didomi, Ketch, Osano, TrustArc, Usercentrics, consentmanager, iubenda
CookieYes, Cookiebot
Two alternativesComplianz, InMobi Choice
no first choiceagainst: Axeptio, Consently, CookieYes
Grok 4.1 FastEnzuzo
Four alternativesCookieYes, Osano, Secure Privacy, Usercentrics
against: AdOpt, CookieScript, Didomi, OneTrust, TrustArc
CookiebotChanged
Three alternativesEnzuzo, Osano, Usercentrics
against: OneTrust, iubenda
Cookiebot, OneTrust
Four alternativesCookieYes, Didomi, Ketch, Usercentrics
against: Osano
CookieYes
Six alternativesComplianz, Consentmo, CookieScript, Cookiebot, Enzuzo, Osano
against: OneTrust
OneTrust
Five alternativesCookiebot, Didomi, Ketch, Osano, Usercentrics
against: Cookiebot, OneTrust, Usercentrics
Mistral SmallEnzuzo
Four alternativesKetch, Osano, Termly, Usercentrics
EnzuzoHeld
One alternativeUsercentrics
against: Cookiebot, Didomi, OneTrust
OneTrust, Usercentrics
Seven alternativesCookieYes, Cookiebot, Didomi, Enzuzo, Osano, Secure Privacy, iubenda
CookieYes, Termly
Two alternativesEnzuzo, Silktide Consent Manager
no first choiceagainst: Cookiebot, Didomi, Ketch, OneTrust, Osano, Usercentrics, iubenda
DeepSeek V4 FlashOsano
One alternativeEnzuzo
against: CookieYes, Cookiebot, OneTrust, Termly
EnzuzoChanged
Three alternativesCookiebot, Ketch, Osano
against: CookieYes, OneTrust, Termly
OneTrust
Ten alternativesConsentmo, Cookiebot, Didomi, Osano, Sourcepoint, Termly, TrustArc, Usercentrics, consentmanager, iubenda
against: Ketch
CookieYes
Two alternativesComplianz, Termly
against: Didomi, OneTrust, TrustArc
Enzuzo, Osanoagainst: Didomi, OneTrustagainst: Cookiebot, Didomi, Google Funding Choices, OneTrust, Osano, Quantcast, Sourcepoint, TrustArc
Llama 4 MaverickOsano
One alternativeEnzuzo
CookieYesChanged
Two alternativesCookiebot CMP, Usercentrics
no first choiceconsentmanager
Three alternativesComplianz, CookieScript, Termly
no first choicenothing named
Qwen 3.7 FlashOsano
Two alternativesSecure Privacy, Usercentrics
against: OneTrust
iubendaChanged
Two alternativesCookiebot, Usercentrics
against: OneTrust
no first choiceCookieYes
One alternativeiubenda
against: Didomi, OneTrust, Termly
no first choiceagainst: Generic/Freemium "No-Name" Scripts, OneTrust, Usercentrics, consentmanager
Kimi K2Enzuzo, Osano
Four alternativesCookieYes, Cookiebot, Usercentrics CMP, iubenda
against: OneTrust
UsercentricsChanged
Two alternativesCookieYes, Osano
against: OneTrust
Ketch
Eight alternativesCookiebot, Didomi, Enzuzo, OneTrust, Osano, TrustArc, Usercentrics, iubenda
Termly
Four alternativesComplianz, CookieScript, CookieYes, consentmanager
no first choice
Five alternativesDidomi, Enzuzo, Ketch, Osano, Usercentrics
against: OneTrust
against: Cookiebot, Didomi, OneTrust, TrustArc, Usercentrics
GLM 4.7 FlashXEnzuzo, Usercentrics
Two alternativesCookieYes, Osano
against: OneTrust
EnzuzoChanged
One alternativeCookiebot
no first choiceCookiebot, Enzuzo
Three alternativesAdOpt, CookieYes, Termly
against: Didomi, OneTrust, Osano, Usercentrics
no first choiceagainst: Cookiebot, OneTrust, TrustArc, Usercentrics
MiniMax M2.5Cookiebot, Enzuzo
Two alternativesOneTrust, TrustArc
CookiebotChanged
Three alternativesCookieYes, Osano, Usercentrics
against: OneTrust
no first choice
Eleven alternativesComplianz, CookieYes, Cookiebot, Didomi, Enzuzo, OneTrust, Osano, Termly, TrustArc, Usercentrics, iubenda
Complianz, CookieScript
Two alternativesCookieYes, Termly
no first choiceagainst: Cookiebot, OneTrust, TrustArc
Bold is the first choiceAlternatives are counted; the count opens them.What the answer argued against

05The record

One row per call: the version string exactly as returned, whether the model searched, sources cited, and latency. Full answer text is in the free responses file. Download the record
Seventy-two rows: every prompt, every model, every answer.
PromptModelVersion stringTime (UTC)SearchedSourcesLatency
Direct recommendationClaude Haiku 4.5claude-haiku-4-5-202510012026-09-15 03:43no05 s
Direct recommendationGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-15 02:40yes25 s
Direct recommendationGemini 3.5 Flashgemini-3.5-flash2026-09-15 01:47yes1123 s
Direct recommendationPerplexity Sonarsonar2026-09-15 04:53yes204 s
Direct recommendationGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-15 04:02yes08 s
Direct recommendationMistral Smallmistral/mistral-small via mistral2026-09-14 23:37yes011 s
Direct recommendationDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-15 03:32yes023 s
Direct recommendationLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-15 00:43yes02 s
Direct recommendationQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-15 00:41yes032 s
Direct recommendationKimi K2moonshotai/kimi-k2 via novita2026-09-15 00:56yes062 s
Direct recommendationGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-15 04:30yes039 s
Direct recommendationMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-15 03:00yes014 s
ParaphraseClaude Haiku 4.5claude-haiku-4-5-202510012026-09-14 23:41yes1410 s
ParaphraseGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-15 03:29yes44 s
ParaphraseGemini 3.5 Flashgemini-3.5-flash2026-09-15 03:14yes1123 s
ParaphrasePerplexity Sonarsonar2026-09-15 03:43yes205 s
ParaphraseGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-15 00:37yes09 s
ParaphraseMistral Smallmistral/mistral-small via mistral2026-09-15 00:15yes06 s
ParaphraseDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-09-15 01:30yes032 s
ParaphraseLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-15 04:07yes02 s
ParaphraseQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-14 23:38no027 s
ParaphraseKimi K2moonshotai/kimi-k2 via novita2026-09-15 02:25yes040 s
ParaphraseGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-15 00:37yes041 s
ParaphraseMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-15 04:15yes022 s
ComparativeClaude Haiku 4.5claude-haiku-4-5-202510012026-09-15 01:12yes68 s
ComparativeGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-15 03:42yes66 s
ComparativeGemini 3.5 Flashgemini-3.5-flash2026-09-15 03:28yes1824 s
ComparativePerplexity Sonarsonar2026-09-15 03:15yes209 s
ComparativeGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-15 04:17yes010 s
ComparativeMistral Smallmistral/mistral-small via mistral2026-09-15 02:21yes010 s
ComparativeDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-09-15 02:20yes060 s
ComparativeLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-15 01:35yes02 s
ComparativeQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-15 03:18yes044 s
ComparativeKimi K2moonshotai/kimi-k2 via novita2026-09-15 04:11yes046 s
ComparativeGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-15 05:01yes031 s
ComparativeMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-15 01:04yes022 s
Budget constrainedClaude Haiku 4.5claude-haiku-4-5-202510012026-09-14 23:14yes97 s
Budget constrainedGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-14 23:13no03 s
Budget constrainedGemini 3.5 Flashgemini-3.5-flash2026-09-15 00:47yes1623 s
Budget constrainedPerplexity Sonarsonar2026-09-15 03:21yes206 s
Budget constrainedGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-15 04:35yes08 s
Budget constrainedMistral Smallmistral/mistral-small via mistral2026-09-14 23:10yes07 s
Budget constrainedDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-15 02:26yes018 s
Budget constrainedLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-15 04:22yes02 s
Budget constrainedQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-14 23:19yes030 s
Budget constrainedKimi K2moonshotai/kimi-k2 via novita2026-09-15 02:45yes031 s
Budget constrainedGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-15 02:26yes056 s
Budget constrainedMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-15 02:21yes019 s
Scale constrainedClaude Haiku 4.5claude-haiku-4-5-202510012026-09-15 05:02yes1812 s
Scale constrainedGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-14 23:38no07 s
Scale constrainedGemini 3.5 Flashgemini-3.5-flash2026-09-15 04:59yes1226 s
Scale constrainedPerplexity Sonarsonar2026-09-15 01:08yes1810 s
Scale constrainedGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-15 04:57yes09 s
Scale constrainedMistral Smallmistral/mistral-small via mistral2026-09-14 23:20no07 s
Scale constrainedDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-15 02:14yes022 s
Scale constrainedLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-15 02:26yes05 s
Scale constrainedQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-15 04:57no039 s
Scale constrainedKimi K2moonshotai/kimi-k2 via novita2026-09-15 03:48yes037 s
Scale constrainedGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-15 00:45yes0101 s
Scale constrainedMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-15 01:38yes013 s
Negative framingClaude Haiku 4.5claude-haiku-4-5-202510012026-09-15 03:37yes158 s
Negative framingGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-15 04:04no06 s
Negative framingGemini 3.5 Flashgemini-3.5-flash2026-09-15 05:07yes2527 s
Negative framingPerplexity Sonarsonar2026-09-15 03:34yes209 s
Negative framingGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-14 22:51yes09 s
Negative framingMistral Smallmistral/mistral-small via mistral2026-09-15 00:17yes010 s
Negative framingDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-09-15 04:37yes056 s
Negative framingLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-15 02:47yes01 s
Negative framingQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-14 23:59yes033 s
Negative framingKimi K2moonshotai/kimi-k2 via novita2026-09-15 03:03yes054 s
Negative framingGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-15 04:14yes047 s
Negative framingMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-15 04:11yes026 s

Normalization in this category

Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.

Category-scoped readings
None. Every name in this category resolved on its own.
Unresolved, counted raw
ConsentPixel
Generic/Freemium "No-Name" Scripts
Google Consent Mode
Google Funding Choices
InMobi Choice
Osano Open Source Library
Usercentrics CMP
Discontinued, still offered
No shut-down product was recommended here.
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