GTM AI Index
September 2026 Edition · The permanent record of this edition. The unqualified address always carries the latest edition.
Index GTM data and infrastructure Consent › Small business September 2026 Edition

Consent and privacy management for small business buyers

Asked as “consent management platform”, and as “cookie consent and privacy compliance tool”, on behalf of a small B2B company. 52 first choices recorded across the direct, paraphrase, budget and scale prompts, twelve models each.
Standing
Clear leader
48% of first choices, clear leader.

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 small B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
01CookieYes48%0%58endorsed leader
02Termly12%5%41accepted challenger
03Cookiebot10%20%46accepted challenger
04iubenda10%4%25accepted challenger
05consentmanager6%20%10accepted challenger
06Complianz4%0%22accepted challenger
07Osano4%47%32criticized challenger
08Enzuzo2%0%23accepted challenger
09Usercentrics2%29%17criticized challenger
Show the three products at 0%, ordered by negative rate
12OneTrust0%91%34criticized challenger
11TrustArc0%83%12criticized challenger
10CookieScript0%0%12accepted 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
Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative60%
Key
01CookieYes48%
02Termly12%
03Cookiebot10%
04iubenda10%
05consentmanager6%
06Complianz4%
07Osano4%
08Enzuzo2%
09Usercentrics2%
10CookieScript0%
11TrustArc0%
12OneTrust0%

02What they warned about

Four of twelve models held their first choice under the paraphrase. GPT-5.4 mini, Gemini 3.5 Flash, 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
91%
31 of 34 labels negative · 11 of 12 models · 17 hard negative
“Platforms Small B2Bs Should Likely Avoid... OneTrust: ... notoriously complex to implement, requires manual sales quotes, and is far too robust and expensive for a small team.” Gemini 3.5 Flash, direct prompt
Osano
47%
15 of 32 labels negative · 8 of 12 models · 7 hard negative
“**Osano Free** | No automated script-blocking or consent storage | GDPR violation—cookies fire before consent” Kimi K2, negative prompt
TrustArc
83%
10 of 12 labels negative · 7 of 12 models · 4 hard negative
“Cumbersome interface, confusing setup, high cost relative to feature utility for smaller sites” Qwen 3.7 Flash, negative prompt
Cookiebot
20%
9 of 46 labels negative · 5 of 12 models · 4 hard negative
“Cookiebot revamped its pricing structure, removing its affordable "Premium Small" tier... can easily trigger unexpected, expensive plan upgrades.” Gemini 3.5 Flash, direct 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

22 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. 190 links across 58 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 · Enzuzo10 answers · 15 citations · 2 models
vendor site · Elementor10 answers · 13 citations · 2 models
vendor site · Osano9 answers · 10 citations · 3 models
9 answers · 9 citations · 2 models
vendor site · iubenda8 answers · 8 citations · 3 models
vendor site · CookieYes7 answers · 8 citations · 3 models
vendor site · Usercentrics7 answers · 8 citations · 2 models
vendor site · Consently7 answers · 7 citations · 2 models
6 answers · 7 citations · 2 models
6 answers · 6 citations · 2 models
vendor site · Termly6 answers · 6 citations · 2 models
6 answers · 6 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 small B2B company?”Paraphrase“Which cookie consent and privacy compliance tool would you recommend to a small business that sells to other businesses?”Comparative“What are the top consent management platforms for a small team and how do they differ?”Budget-constrained“What is the best consent management platform for a small company with a tight budget?”Scale-constrained“We are a 30 person company evaluating a consent management platform. What should we look at?”Negative“Which consent management platforms should a small business avoid or be cautious about?”
Claude Haiku 4.5Osano
Two alternativesSalespanel, Termly
OsanoHeld
Two alternativesCookieYes, Ketch
AdOpt
Four alternativesAxeptio, CookieScript, CookieYes, Osano
CookieYes
Four alternativesComplianz, Termly, consentmanager, iubenda
no first choiceagainst: OneTrust
GPT-5.4 miniCookiebot
Two alternativesTermly, iubenda
against: OneTrust, Osano
CookieYesChanged
Two alternativesTermly, iubenda
CookieYes
Three alternativesComplianz, Termly, iubenda
against: OneTrust
Cookiebot
Two alternativesCookieYes, Termly
against: OneTrust
no first choiceagainst: Cookiebot, OneTrust, Usercentrics
Gemini 3.5 FlashCookieYes
Three alternativesAxeptio, Complianz, Enzuzo
against: Cookiebot, OneTrust, Osano
EnzuzoChanged
Three alternativesCookieYes, HubSpots Native v2 Consent Banner, Osano
against: OneTrust
CookieYes, Cookiebot
Two alternativesEnzuzo, iubenda
against: Termly
CookieYes, iubenda
Two alternativesComplianz, Klaro!
against: OneTrust
Cookiebot
Four alternativesAxeptio, CookieYes, Osano, Termly
against: OneTrust
against: Cookiebot, OneTrust, TrustArc, iubenda
Perplexity SonarCookieYes
Three alternativesAdOpt, Complianz, Cookiebot
CookieYesHeld
Two alternativesEnzuzo, Termly
CookieYes
Six alternativesComplianz, CookieScript, Cookiebot, Osano, Termly, iubenda
against: OneTrust
CookieYes
Three alternativesComplianz, Cookiebot, Termly
no first choiceagainst: BigID, Didomi, OneTrust, Tealium, TrustArc, Usercentrics
Grok 4.1 FastCookieYes
Four alternativesAdOpt, CookieScript, Cookiebot, iubenda
against: OneTrust, Osano
CookieYesHeld
One alternativeTermly
against: OneTrust, Osano
CookieYes, Termly
Five alternativesComplianz, Consentmo, CookieScript, Cookiebot, Enzuzo
against: OneTrust, Osano
CookieYes
Four alternativesComplianz, Cookiebot, Enzuzo, Termly
against: OneTrust, Osano
no first choice
Five alternativesCookieYes, Cookiebot, Enzuzo, Osano, iubenda
against: OneTrust
against: Didomi, OneTrust, Osano, TrustArc
Mistral SmallCookieYes
Three alternativesAdOpt, Axeptio, CookieScript
CookieYesHeld
Two alternativesEnzuzo, Termly
against: OneTrust
CookieYes
Seven alternativesAxeptio, CookieScript, Cookiebot, Enzuzo, Secure Privacy, Termly, consentmanager
CookieYes, Termly
Three alternativesAdOpt, CookieScript, consentmanager
against: Didomi, OneTrust, Usercentrics
no first choice
Seven alternativesCookieYes, Cookiebot, Didomi, Enzuzo, Osano, Termly, Usercentrics
against: OneTrust, TrustArc
against: Setupad
DeepSeek V4 FlashTermly
Two alternativesCookieYes, Cookiebot
CookieYes, TermlyChanged
One alternativeEnzuzo
against: Cookiebot, Didomi, OneTrust, TrustArc
CookieYes, Termly
Three alternativesEnzuzo, consentmanager, iubenda
against: Osano
CookieYes
Three alternativesComplianz, Cookiebot, Termly
CookieYes, Usercentrics, consentmanager, iubenda
Two alternativesCookiebot, Enzuzo
against: Didomi, OneTrust, TrustArc
against: Cookiebot, InMobi CMP, OneTrust, Quantcast Choice, Termly, TrustArc
Llama 4 Maverickno first choiceCookiebot CMPChanged
Five alternativesCookieFirst, CookieYes, Osano, consentmanager, iubenda
AdOpt
Four alternativesComplianz, CookieScript, CookieYes, Termly
CookieYes
Three alternativesAdOpt, Complianz, Termly
no first choicenothing named
Qwen 3.7 FlashCookieYes
Two alternativesCookiebot, Usercentrics
against: OneTrust, Osano
Complianz, iubendaChanged
Two alternativesCookieScript, Cookiebot
CookieYes
Three alternativesComplianz, Cookiebot, Usercentrics
CookieYes, consentmanager
Three alternativesAdOpt, Klaro, TermsFeed
no first choiceagainst: Cookiebotagainst: Cookiebot, OneTrust, Osano, TrustArc, Usercentrics, consentmanager
Kimi K2CookieYes, iubenda
Three alternativesEnzuzo, Osano, Termly
CookieYes, TermlyChangedCookieYes, Enzuzo
Four alternativesConsentmo, CookieScript, Cookiebot, Usercentrics
Complianz
Four alternativesCookie Script, CookieYes, Termly, iubenda
no first choiceagainst: OneTrust, TrustArcagainst: OneTrust, Osano, TrustArc
GLM 4.7 FlashXCookiebot
Four alternativesCookieYes, Enzuzo, Termly, iubenda
CookieYesChanged
Two alternativesEnzuzo, Termly
CookieYes, Termly
Three alternativesCookiebot, Enzuzo, Usercentrics
CookieYes
Four alternativesComplianz, Cookiebot, Termly, iubenda
no first choiceagainst: Didomi, Ketch, OneTrust, Osano, consentmanager
MiniMax M2.5Cookiebot, Secure Privacy
Two alternativesCookieYes, Osano
CookieYes, TermlyChanged
One alternativeUsercentrics
CookieYes, Termly
Two alternativesCookiebot, iubenda
against: Osano
consentmanager
Four alternativesComplianz, CookieScript, CookieYes, Termly
against: Cookiebot, OneTrust
CookieYes, Termly, iubenda
Two alternativesComplianz, Usercentrics
against: Osano
against: Cookiebot, OneTrust, Osano, Sourcepoint, Usercentrics
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-4-5-202510012026-09-14 23:42yes77 s
Direct recommendationGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-15 00:50yes65 s
Direct recommendationGemini 3.5 Flashgemini-3.5-flash2026-09-15 03:50yes2228 s
Direct recommendationPerplexity Sonarsonar2026-09-14 23:19yes205 s
Direct recommendationGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-14 23:42yes08 s
Direct recommendationMistral Smallmistral/mistral-small via mistral2026-09-15 04:21yes08 s
Direct recommendationDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-09-14 23:45yes020 s
Direct recommendationLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-15 03:26yes02 s
Direct recommendationQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-15 00:53yes031 s
Direct recommendationKimi K2moonshotai/kimi-k2 via novita2026-09-15 04:40yes031 s
Direct recommendationGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-15 01:21yes015 s
Direct recommendationMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-15 04:31yes018 s
ParaphraseClaude Haiku 4.5claude-haiku-4-5-202510012026-09-14 23:32yes128 s
ParaphraseGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-15 04:01yes25 s
ParaphraseGemini 3.5 Flashgemini-3.5-flash2026-09-15 01:19yes1423 s
ParaphrasePerplexity Sonarsonar2026-09-15 04:56yes205 s
ParaphraseGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-15 02:29yes012 s
ParaphraseMistral Smallmistral/mistral-small via mistral2026-09-15 04:57yes06 s
ParaphraseDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-15 00:49yes019 s
ParaphraseLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-15 01:37yes02 s
ParaphraseQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-15 03:10no037 s
ParaphraseKimi K2moonshotai/kimi-k2 via novita2026-09-15 04:50yes029 s
ParaphraseGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-15 04:55yes020 s
ParaphraseMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-15 03:30yes014 s
ComparativeClaude Haiku 4.5claude-haiku-4-5-202510012026-09-15 03:36yes88 s
ComparativeGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-15 01:08yes510 s
ComparativeGemini 3.5 Flashgemini-3.5-flash2026-09-15 02:36yes1124 s
ComparativePerplexity Sonarsonar2026-09-14 23:33yes207 s
ComparativeGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-15 02:32yes012 s
ComparativeMistral Smallmistral/mistral-small via mistral2026-09-15 04:32yes09 s
ComparativeDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-09-14 23:24yes040 s
ComparativeLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-15 00:13yes02 s
ComparativeQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-15 01:39yes054 s
ComparativeKimi K2moonshotai/kimi-k2 via novita2026-09-15 01:13yes028 s
ComparativeGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-15 05:06yes0111 s
ComparativeMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-15 04:36yes015 s
Budget constrainedClaude Haiku 4.5claude-haiku-4-5-202510012026-09-15 00:12yes98 s
Budget constrainedGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-15 02:41yes34 s
Budget constrainedGemini 3.5 Flashgemini-3.5-flash2026-09-15 04:17yes1622 s
Budget constrainedPerplexity Sonarsonar2026-09-14 23:01yes206 s
Budget constrainedGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-15 01:02yes06 s
Budget constrainedMistral Smallmistral/mistral-small via mistral2026-09-15 01:03yes07 s
Budget constrainedDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-09-15 00:56yes034 s
Budget constrainedLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-15 01:32yes02 s
Budget constrainedQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-15 01:28yes023 s
Budget constrainedKimi K2moonshotai/kimi-k2 via novita2026-09-15 02:44yes024 s
Budget constrainedGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-15 02:20yes010 s
Budget constrainedMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-15 03:16yes012 s
Scale constrainedClaude Haiku 4.5claude-haiku-4-5-202510012026-09-15 02:37no07 s
Scale constrainedGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-15 05:03no08 s
Scale constrainedGemini 3.5 Flashgemini-3.5-flash2026-09-14 23:05yes1320 s
Scale constrainedPerplexity Sonarsonar2026-09-14 23:07yes207 s
Scale constrainedGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-15 04:10yes08 s
Scale constrainedMistral Smallmistral/mistral-small via mistral2026-09-15 04:11yes012 s
Scale constrainedDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-09-14 23:20yes050 s
Scale constrainedLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-14 23:42yes04 s
Scale constrainedQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-15 03:14no035 s
Scale constrainedKimi K2moonshotai/kimi-k2 via novita2026-09-15 01:34yes068 s
Scale constrainedGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-15 01:26yes067 s
Scale constrainedMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-15 04:26yes030 s
Negative framingClaude Haiku 4.5claude-haiku-4-5-202510012026-09-15 04:56yes158 s
Negative framingGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-15 00:22yes36 s
Negative framingGemini 3.5 Flashgemini-3.5-flash2026-09-15 03:29yes2623 s
Negative framingPerplexity Sonarsonar2026-09-15 04:13yes206 s
Negative framingGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-14 22:52yes011 s
Negative framingMistral Smallmistral/mistral-small via mistral2026-09-15 00:02yes011 s
Negative framingDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-09-15 01:14yes062 s
Negative framingLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-15 00:17yes02 s
Negative framingQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-14 23:48yes027 s
Negative framingKimi K2moonshotai/kimi-k2 via novita2026-09-14 23:05yes048 s
Negative framingGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-15 04:19yes027 s
Negative framingMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-15 01:54yes031 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
Cookie Script
CookieFirst
CookiePro
Havanna
HubSpots Native v2 Consent Banner
Klaro (by Telkes)
Setupad (CPM)
Discontinued, still offered
No shut-down product was recommended here.
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