GTM AI Index
September 2026 Edition · The permanent record of this edition. The unqualified address always carries the latest edition.
Index Partner and channel Channel marketing › Enterprise September 2026 Edition

Channel partner and local marketing for enterprise buyers

Asked as “through-channel marketing platform”, and as “partner marketing and local marketing tool”, on behalf of an enterprise B2B company. 51 first choices recorded across the direct, paraphrase, budget and scale prompts, twelve models each.
Standing
Contested
22% 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 an enterprise B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
01Impartner22%6%34accepted challenger
02Unifyr14%7%41accepted challenger
03Ansira10%8%24accepted challenger
04ZINFI8%5%22accepted challenger
05Channelscaler4%7%15accepted challenger
06SproutLoud2%17%12accepted challenger
Show the three products at 0%, ordered by negative rate
09Salesforce PRM0%30%10criticized challenger
07Mindmatrix0%5%19accepted challenger
08JourneyBee0%0%10accepted 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
Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative40%
Key
01Impartner22%
02Unifyr14%
03Ansira10%
04ZINFI8%
05Channelscaler4%
06SproutLoud2%
07Mindmatrix0%
08JourneyBee0%
09Salesforce PRM0%

02What they warned about

Zero of twelve models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Gemini 3.5 Flash, Perplexity Sonar, Grok 4.1 Fast, Mistral Small, 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.
Adobe Marketo Engage
60%
3 of 5 labels negative · 3 of 12 models · 1 hard negative
“Don't try to make Marketo/Eloqua/Pardot do through-channel.” DeepSeek V4 Flash, negative prompt
PartnerStack
38%
3 of 8 labels negative · 3 of 12 models
“often stronger on **partner recruiting, onboarding, referral management** than on deep distributed marketing” GPT-5.4 mini, comparative prompt
Oracle Eloqua
100%
2 of 2 labels negative · 2 of 12 models · 2 hard negative
“market share is shrinking, partner ecosystem has thinned, and UI hasn't kept pace” DeepSeek V4 Flash, negative prompt
HubSpot
25%
2 of 8 labels negative · 2 of 12 models · 1 hard negative
“Skip general martech (e.g., HubSpot/Salesforce Marketing Cloud)—they charge per contact/seat” Grok 4.1 Fast, budget 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

21 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. 5 of those lists are Google grounding redirects that name no site and are left out of the counts. 226 links across 109 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 · Improvado10 answers · 21 citations · 2 models
8 answers · 11 citations · 2 models
7 answers · 7 citations · 2 models
vendor site · Braze6 answers · 6 citations · 2 models
6 answers · 6 citations · 2 models
6 answers · 6 citations · 2 models
5 answers · 8 citations · 2 models
vendor site · Maestra5 answers · 5 citations · 2 models
vendor site · JourneyBee4 answers · 9 citations · 2 models
vendor site · Gartner4 answers · 7 citations · 2 models
vendor site · ZINFI4 answers · 5 citations · 2 models
vendor site · Ansira3 answers · 3 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 through-channel marketing platform for an enterprise B2B company?”Paraphrase“Which partner marketing and local marketing tool would you recommend to a large B2B company with thousands of employees?”Comparative“What are the top enterprise-grade through-channel marketing platforms and how do they differ?”Budget-constrained“What is the best through-channel marketing platform for a large company that needs predictable total cost across thousands of users?”Scale-constrained“We are a 5,000 person company with SSO, SOC 2 and procurement review requirements evaluating a through-channel marketing platform. What should we look at?”Negative“Which through-channel marketing platforms should a large enterprise avoid or be cautious about?”
Claude Haiku 4.5Ansira
Seven alternatives360insights, Channelscaler, Impartner, Mindmatrix, Unifyr, ZINFI, xAmplify
Salesforce Partner CommunityChanged
Four alternativesHubSpot, Marketo or Adobe Marketo Engage, Sprinklr, Terminus
Ansira
Five alternativesChanneltivity, Impartner, Mindmatrix, Unifyr, ZINFI
Channelscaler
Two alternativesImpartner PRM, ZINFI
no first choicenothing named
GPT-5.4 miniUnifyr
One alternativeChanneltivity
against: Adobe Marketo Engage
Yext, impact.comChanged
One alternativeUberall
Unifyr
One alternativeMarcomCentral
against: PartnerStack
Oracle Marketing / Oracle Responsys
One alternativeSprinklr
no first choicenothing named
Gemini 3.5 FlashStructured
Six alternativesAnsira, BrandMuscle, Mindmatrix, SproutLoud, Unifyr, ZINFI Technologies
UnifyrChanged
Three alternativesImpartner, Salesforce PRM + Distributed Marketing, SproutLoud
Ansira
Four alternativesMindmatrix, StructuredWeb, Unifyr, ZINFI Technologies
SproutLoud
Two alternativesStructuredWeb, Unifyr
no first choicenothing named
Perplexity SonarAnsira
Three alternativesImpartner, Magentrix PRM, Unifyr
Ansira, ImpartnerChangedAnsira, Impartner
Five alternativesChannelscaler, JourneyBee, Mindmatrix, Unifyr, ZINFI
Maestra
One alternativeHubSpot
against: Adobe / Oracle, Salesforce Marketing Cloud
no first choiceagainst: ActiveCampaign, Adobe Marketo Engage, Brevo, HubSpot, Klaviyo, Omnisend, Oracle Eloqua, Salesforce Marketing Cloud
Grok 4.1 FastUnifyr
Three alternativesImpartner, WorkSpan, ZINFI
Ansira, Impartner PRM, SOCi, Salesforce Partner Relationship ManagementChangedagainst: PartnerStackno first choiceImpartner
Four alternativesAnsira, Mindmatrix, Unifyr, ZINFI
against: HubSpot, Salesforce Marketing Cloud
no first choice
One alternativeImpartner
against: AdRoll, Ansira, Distribion, Hootsuite, Impartner PRM, Pica9, SocialPilot, Sprout Social, SproutLoud, TIE Kinetix, The Trade Desk
Mistral SmallImpartner
Five alternativesAnsira, Aprimo, Extu, Mindmatrix, Unifyr
no first choiceChangedUnifyr
Four alternativesAnsira, Impartner PRM, Mindmatrix, ZINFI Unified Partner Management
ZINFI Unified Partner Management (UPM) Platform
Two alternativesChannelscaler, Unifyr
no first choicenothing named
DeepSeek V4 FlashImpartner, Unifyr
Two alternativesAnsira, Mindmatrix
against: Channelscaler
Impartner PRM, SOCiChanged
Three alternativesSalesforce PRM, Unifyr, Yext
Impartner, Structured, ZINFI Technologies
Four alternativesChannelscaler, Extu, Mindmatrix, Unifyr
ZINFI Unified Partner Management
Three alternativesImpartner, Unifyr, xAmplify
Unifyr, ZINFI
Three alternativesImpartner, SproutLoud, StructuredWeb
against: Act-On, Adobe Marketo Engage, Impartner, Mindmatrix, Oracle Eloqua, Salesforce Marketing Cloud Account Engagement, SproutLoud, Unifyr, ZINFI
Llama 4 MaverickSalesforce Marketing Cloudno first choiceChangedno first choiceno first choiceno first choicenothing named
Qwen 3.7 FlashUnifyr
Three alternativesImpartner, JourneyBee, StructuredWeb
Impartner, SOCiChanged
Two alternativesBirdeye, Salesforce PRM
Unifyr
Four alternativesChannelscaler, MarcomCentral, ZINFI, xAmplify
xAmplify
Three alternativesAnsira, Magentrix PRM, SproutLoud
against: Unifyr
no first choiceagainst: Ansira, Impartner, Salesforce PRM, Unifyr
Kimi K2Impartner, ZINFI
Two alternativesSproutLoud, Unifyr
Ansira, ImpartnerChanged
Six alternativesChannelscaler, SOCi, Salesforce PRM, Unifyr, Yext, ZINFI
Impartner
Five alternativesAnsira, Mindmatrix, StructuredWeb, Unifyr, ZINFI
xAmplify
One alternativeImpartner
no first choicenothing named
GLM 4.7 FlashXImpartner
Four alternativesJourneyBee, Salesforce PRM, Unifyr, ZINFI
Impartner, MARCAPOChanged
Five alternativesIntrow, Kiflo, Mindmatrix, PartnerStack, ZINFI
Impartner
Three alternativesJourneyBee, Unifyr, ZINFI
against: Channeltivity, PartnerStack, Salesforce PRM
Channelscaler
Three alternativesImpartner, Mindmatrix, Unifyr
against: Salesforce PRM
no first choicenothing named
MiniMax M2.5Impartner, ZINFI
Two alternativesJourneyBee, Unifyr
PartnerStack, SOCi, impact.comChanged
Two alternativesAnsira, Everflow
Ansira
Five alternativesChannelscaler, Channeltivity, Impartner, Unifyr, ZINFI
Impartner, Unifyr, ZINFI
Three alternativesJourneyBee, Magentrix, Salesforce PRM
no first choicenothing named
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 01:04yes148 s
Direct recommendationGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-15 04:37yes35 s
Direct recommendationGemini 3.5 Flashgemini-3.5-flash2026-09-14 23:17yes1625 s
Direct recommendationPerplexity Sonarsonar2026-09-14 23:10yes206 s
Direct recommendationGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-15 03:15yes08 s
Direct recommendationMistral Smallmistral/mistral-small via mistral2026-09-15 03:24yes09 s
Direct recommendationDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-15 02:16yes018 s
Direct recommendationLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-15 03:42yes07 s
Direct recommendationQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-15 00:41yes031 s
Direct recommendationKimi K2moonshotai/kimi-k2 via novita2026-09-15 04:58yes070 s
Direct recommendationGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-15 00:11yes084 s
Direct recommendationMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-14 23:11yes017 s
ParaphraseClaude Haiku 4.5claude-haiku-4-5-202510012026-09-15 01:32no05 s
ParaphraseGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-15 04:53no03 s
ParaphraseGemini 3.5 Flashgemini-3.5-flash2026-09-15 00:41yes1522 s
ParaphrasePerplexity Sonarsonar2026-09-14 23:58yes206 s
ParaphraseGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-14 23:13yes06 s
ParaphraseMistral Smallmistral/mistral-small via mistral2026-09-15 04:08no04 s
ParaphraseDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-09-15 02:00yes073 s
ParaphraseLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-15 00:55yes02 s
ParaphraseQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-15 04:32yes031 s
ParaphraseKimi K2moonshotai/kimi-k2 via novita2026-09-14 23:56yes033 s
ParaphraseGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-15 00:04yes029 s
ParaphraseMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-15 02:16yes030 s
ComparativeClaude Haiku 4.5claude-haiku-4-5-202510012026-09-14 23:13yes1311 s
ComparativeGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-15 00:06yes311 s
ComparativeGemini 3.5 Flashgemini-3.5-flash2026-09-15 04:45yes2229 s
ComparativePerplexity Sonarsonar2026-09-15 03:06yes206 s
ComparativeGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-15 02:05yes011 s
ComparativeMistral Smallmistral/mistral-small via mistral2026-09-15 01:30yes014 s
ComparativeDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-09-15 00:35yes088 s
ComparativeLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-14 23:08yes02 s
ComparativeQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-15 00:58yes093 s
ComparativeKimi K2moonshotai/kimi-k2 via novita2026-09-15 00:56yes059 s
ComparativeGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-14 23:56yes047 s
ComparativeMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-14 23:45yes034 s
Budget constrainedClaude Haiku 4.5claude-haiku-4-5-202510012026-09-14 23:27yes1912 s
Budget constrainedGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-14 22:58yes56 s
Budget constrainedGemini 3.5 Flashgemini-3.5-flash2026-09-15 01:29yes1931 s
Budget constrainedPerplexity Sonarsonar2026-09-15 00:21yes206 s
Budget constrainedGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-15 04:09yes011 s
Budget constrainedMistral Smallmistral/mistral-small via mistral2026-09-15 02:54yes09 s
Budget constrainedDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-15 01:44yes018 s
Budget constrainedLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-14 23:13yes02 s
Budget constrainedQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-15 00:07yes088 s
Budget constrainedKimi K2moonshotai/kimi-k2 via novita2026-09-15 01:14yes066 s
Budget constrainedGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-15 03:10yes048 s
Budget constrainedMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-15 01:54yes044 s
Scale constrainedClaude Haiku 4.5claude-haiku-4-5-202510012026-09-15 03:26yes2721 s
Scale constrainedGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-15 01:28yes57 s
Scale constrainedGemini 3.5 Flashgemini-3.5-flash2026-09-15 00:32no023 s
Scale constrainedPerplexity Sonarsonar2026-09-15 00:00yes2011 s
Scale constrainedGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-15 00:50yes012 s
Scale constrainedMistral Smallmistral/mistral-small via mistral2026-09-14 23:49no010 s
Scale constrainedDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-15 02:49yes039 s
Scale constrainedLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-15 04:06yes02 s
Scale constrainedQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-15 05:02yes050 s
Scale constrainedKimi K2moonshotai/kimi-k2 via novita2026-09-15 02:32yes0108 s
Scale constrainedGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-15 00:27yes061 s
Scale constrainedMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-14 23:54yes043 s
Negative framingClaude Haiku 4.5claude-haiku-4-5-202510012026-09-15 02:32yes138 s
Negative framingGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-15 04:58yes46 s
Negative framingGemini 3.5 Flashgemini-3.5-flash2026-09-15 02:21yes1825 s
Negative framingPerplexity Sonarsonar2026-09-15 01:53yes208 s
Negative framingGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-14 23:35yes09 s
Negative framingMistral Smallmistral/mistral-small via mistral2026-09-15 04:18yes012 s
Negative framingDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-15 03:54yes035 s
Negative framingLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-15 03:10yes03 s
Negative framingQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-15 01:19yes065 s
Negative framingKimi K2moonshotai/kimi-k2 via novita2026-09-15 00:59yes044 s
Negative framingGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-15 04:33yes096 s
Negative framingMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-15 00:13yes032 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
Adobe / Oracle
Adobe Experience Cloud
GrowthZone
HubSpot Enterprise + PRM add-ons
Localist
MARCAPO
Marketo or Adobe Marketo Engage
Ometria
Oracle Marketing / Oracle Responsys
Sageflo Radiate
Salesforce Distributed Marketing
Salesforce PRM + Distributed Marketing
Vya
ZINFI Unified Partner Management (UPM) Platform
Discontinued, still offered
No shut-down product was recommended here.
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