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

Partner relationship management for enterprise buyers

Asked as “partner relationship management platform”, and as “PRM software”, on behalf of an enterprise B2B company. 48 first choices recorded across the direct, paraphrase, budget and scale prompts, twelve models each.
Standing
Contested
27% 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
01Impartner27%5%37accepted challenger
02Impartner PRM21%12%24accepted challenger
03ZINFI10%7%28accepted challenger
04Salesforce PRM10%35%52criticized challenger
05ZINFI Unified Partner Management6%0%13accepted challenger
06Channeltivity6%24%25accepted challenger
07Channelscaler4%15%26accepted challenger
Show the three products at 0%, ordered by negative rate
10PartnerStack0%45%29criticized challenger
09JourneyBee0%20%10accepted challenger
08Unifyr0%10%21accepted 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
Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative40%
Key
01Impartner27%
02Impartner PRM21%
03ZINFI10%
04Salesforce PRM10%
05ZINFI Unified Partner Management6%
06Channeltivity6%
07Channelscaler4%
08Unifyr0%
09JourneyBee0%
10PartnerStack0%

02What they warned about

One 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, 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.
Salesforce PRM
35%
18 of 52 labels negative · 11 of 12 models · 3 hard negative
“What to avoid for this specific need... priced per partner member per month... directly undercuts your "predictable TCO" requirement” DeepSeek V4 Flash, budget prompt
PartnerStack
45%
13 of 29 labels negative · 8 of 12 models · 4 hard negative
“One source also explicitly says to **avoid Impact and PartnerStack** if you do not want commission-based PRM economics on partner sales.[1]” Perplexity Sonar, negative prompt
Channeltivity
24%
6 of 25 labels negative · 6 of 12 models · 1 hard negative
“❌ **AVOID** — Cheapest option at $499-$1,499/mo but lacks enterprise depth.” Kimi K2, negative prompt
Kiflo
83%
5 of 6 labels negative · 4 of 12 models · 3 hard negative
“Avoid: Lightweight, SMB-First "Instant" PRMs * **Examples:** *Kiflo, PartnerPortal.io, JourneyBee, CinnaLab.io*” Gemini 3.5 Flash, negative 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. 5 of those lists are Google grounding redirects that name no site and are left out of the counts. 219 links across 95 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 · Monday.com11 answers · 11 citations · 2 models
vendor site · Guideflow9 answers · 9 citations · 2 models
vendor site · ZINFI8 answers · 19 citations · 2 models
vendor site · Partnerplace7 answers · 7 citations · 2 models
vendor site · Salesforce6 answers · 8 citations · 2 models
vendor site · Gartner6 answers · 7 citations · 3 models
vendor site · Introw6 answers · 7 citations · 2 models
vendor site · xAmplify6 answers · 7 citations · 2 models
vendor site · JourneyBee5 answers · 11 citations · 2 models
5 answers · 8 citations · 2 models
vendor site · PartnerPortal.io5 answers · 7 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 partner relationship management platform for an enterprise B2B company?”Paraphrase“Which PRM software would you recommend to a large B2B company with thousands of employees?”Comparative“What are the top enterprise-grade partner relationship management platforms and how do they differ?”Budget-constrained“What is the best partner relationship management 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 partner relationship management platform. What should we look at?”Negative“Which partner relationship management platforms should a large enterprise avoid or be cautious about?”
Claude Haiku 4.5ZINFI
Three alternativesImpartner, Salesforce PRM, Unifyr
Impartner, ZINFIChanged
One alternativeSalesforce PRM
ZINFI
One alternativeImpartner PRM
against: Salesforce PRM
Channelscaler
Two alternativesChanneltivity, Salesforce PRM
no first choiceagainst: Salesforce PRM
GPT-5.4 miniSalesforce PRM
Three alternativesChanneltivity, Impartner PRM, ZINFI Unified Partner Management
Salesforce Partner Relationship ManagementChanged
Two alternativesChanneltivity, Impartner
Impartner, Salesforce PRM
Four alternativesChannelscaler, Channeltivity, Magentrix, Oracle Partner Relationship Management
Channeltivity
One alternativeImpartner
no first choiceagainst: Impartner PRM, Oracle Partner Relationship Management, Salesforce PRM
Gemini 3.5 FlashImpartner PRM
Five alternativesJourneyBee, PartnerStack, Salesforce PRM, ZINFI Unified Partner Management, xAmplify
ImpartnerChanged
Four alternativesChannelscaler, JourneyBee, Salesforce Experience Cloud, ZINFI
Impartner PRM
Five alternativesMagentrix PRM, PartnerStack, Salesforce PRM / Experience Cloud, Unifyr, ZINFI Unified Partner Management
ZINFI
Two alternativesChannelscaler, Channeltivity
against: Salesforce PRM
no first choiceagainst: CinnaLab.io, Clazar, JourneyBee, Kiflo, PartnerPortal.io, PartnerStack, Salesforce PRM, Tackle.io, impact.com
Perplexity SonarSalesforce Sales Cloud
Three alternativesCreatio, HubSpot Sales Hub, Microsoft Dynamics 365 Sales
ImpartnerChanged
Three alternativesSalesforce Partner Cloud / Partner Central, Unifyr, ZINFI
Impartner
Three alternativesSalesforce PRM, ZINFI Unified Partner Management, impact.com
against: PartnerStack
Creatioagainst: Salesforce PRMno first choiceagainst: Channeltivity, Introw, PartnerStack, Partnerplace, impact.com
Grok 4.1 FastImpartner, Salesforce Partner Relationship Management
Two alternativesUnifyr, ZINFI
against: Kiflo, PartnerStack
Impartner PRMChanged
One alternativeSalesforce PRM
against: JourneyBee, Kiflo, PartnerStack
Impartner PRM
Four alternativesChanneltivity, Magentrix, Salesforce PRM, ZINFI Unified Partner Management
against: PartnerStack
Channeltivity
Two alternativesMagentrix, ZINFI
against: Salesforce PRM
Impartner, Magentrix, Salesforce PRMagainst: Channelscaler, Channeltivity, Impartner PRM, PartnerStack, Salesforce PRM, Unifyr, WorkSpan, impact.com
Mistral SmallImpartner PRM
Two alternativesSalesforce PRM, Unifyr
Impartner PRMHeld
Four alternativesChannelscaler, Channeltivity, Salesforce PRM, Unifyr
Impartner PRM
Four alternativesChanneltivity, PartnerStack, Salesforce Partner Relationship Management, ZINFI Unified Partner Management
Impartner
Three alternativesChannelscaler, Salesforce PRM, ZINFI
no first choiceagainst: HubSpot, Impartner, PartnerStack, Salesforce PRM, ZINFI
DeepSeek V4 FlashImpartner PRM, ZINFI Unified Partner Management
Two alternativesPartnerStack, Salesforce PRM
Impartner PRMChanged
One alternativeZINFI Unified Partner Management
against: Salesforce PRM
Impartner PRM
Six alternativesChannelscaler, Channeltivity, PartnerStack, Salesforce PRM, Unifyr, ZINFI Unified Partner Management
Impartner, ZINFI Unified Partner Managementagainst: Salesforce PRMno first choice
Three alternativesImpartner, Magentrix, ZINFI
against: Channelplace, Channelscaler, Channeltivity, Impartner PRM, Mindmatrix, Outbound, Salesforce PRM
Llama 4 Maverickno first choiceImpartner PRM, Salesforce PRMChangedno first choiceImpartnerno first choiceagainst: PartnerStack
Qwen 3.7 FlashImpartner, ZINFI
Two alternativesChanneltivity, Salesforce PRM
ImpartnerChanged
Two alternativesSalesforce PRM, Unifyr
against: HubSpot Partners, PartnerStack
Impartner
Six alternativesChannelscaler, Microsoft Dynamics 365 Sales, Oracle NetSuite, PartnerHero, Salesforce Revenue Cloud, impact.com
Channeltivity
Three alternativesCaspio, Impartner, Zoho Creator
against: DealHub, Salesforce PRM
no first choiceagainst: Introw, Kiflo, PartnerStack, impact.com
Kimi K2Impartner PRM
Two alternativesSalesforce PRM, Unifyr
against: Channelscaler
ImpartnerChanged
Three alternativesSalesforce PRM, Unifyr, ZINFI
Impartner
Four alternativesOracle PRM, Salesforce PRM, Unifyr, ZINFI
Impartner
Two alternativesChanneltivity, ZINFI
against: Salesforce PRM
no first choiceagainst: Channelscaler, Channeltivity, Crossbeam, Impartner, Kiflo, PartnerPortal.io, PartnerStack, Salesforce PRM, Unifyr
GLM 4.7 FlashXZINFI
Three alternativesImpartner PRM, PartnerStack, impact.com
ZINFI Unified Partner ManagementChanged
One alternativeImpartner
against: Channeltivity
Impartner PRM
Three alternativesPartnerStack, Salesforce PRM, ZINFI Unified Partner Management
Channelscaler
Two alternativesImpartner, ZINFI
against: Salesforce PRM
no first choiceagainst: HubSpot CRM, HubSpot PRM, Microsoft Dynamics 365 Sales, Salesforce CRM, Salesforce PRM
MiniMax M2.5Impartner PRM, Salesforce PRM
Two alternativesJourneyBee, PartnerStack
Impartner, Salesforce PRMChanged
Three alternativesChannelscaler, PartnerStack, ZINFI
Impartner
Four alternativesChanneltivity, PartnerStack, Salesforce PRM, ZINFI
Impartner PRM
One alternativeJourneyBee
against: Salesforce PRM
Introw, Magentrix
One alternativeImpartner
against: PartnerStack
against: Channeltivity, ZINFI
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 00:39yes88 s
Direct recommendationGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-15 00:42yes44 s
Direct recommendationGemini 3.5 Flashgemini-3.5-flash2026-09-15 03:20yes1422 s
Direct recommendationPerplexity Sonarsonar2026-09-14 23:49yes206 s
Direct recommendationGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-15 01:51yes07 s
Direct recommendationMistral Smallmistral/mistral-small via mistral2026-09-15 00:33yes09 s
Direct recommendationDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-14 22:52yes017 s
Direct recommendationLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-15 03:16yes01 s
Direct recommendationQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-15 01:28yes044 s
Direct recommendationKimi K2moonshotai/kimi-k2 via novita2026-09-15 01:58yes032 s
Direct recommendationGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-15 00:46yes013 s
Direct recommendationMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-15 02:48yes029 s
ParaphraseClaude Haiku 4.5claude-haiku-4-5-202510012026-09-15 02:16yes99 s
ParaphraseGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-15 01:22yes34 s
ParaphraseGemini 3.5 Flashgemini-3.5-flash2026-09-15 04:36yes1226 s
ParaphrasePerplexity Sonarsonar2026-09-15 00:59yes206 s
ParaphraseGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-15 00:04yes07 s
ParaphraseMistral Smallmistral/mistral-small via mistral2026-09-15 03:02yes09 s
ParaphraseDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-09-15 00:12yes044 s
ParaphraseLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-15 02:35yes02 s
ParaphraseQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-15 01:05yes049 s
ParaphraseKimi K2moonshotai/kimi-k2 via novita2026-09-15 00:19yes028 s
ParaphraseGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-15 02:46yes024 s
ParaphraseMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-14 23:54yes013 s
ComparativeClaude Haiku 4.5claude-haiku-4-5-202510012026-09-15 04:09yes1513 s
ComparativeGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-15 03:10yes810 s
ComparativeGemini 3.5 Flashgemini-3.5-flash2026-09-15 04:53yes1825 s
ComparativePerplexity Sonarsonar2026-09-14 23:11yes188 s
ComparativeGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-15 03:28yes08 s
ComparativeMistral Smallmistral/mistral-small via mistral2026-09-15 05:03yes07 s
ComparativeDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-09-14 22:55yes044 s
ComparativeLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-15 04:00yes02 s
ComparativeQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-15 02:19no043 s
ComparativeKimi K2moonshotai/kimi-k2 via novita2026-09-14 23:36yes077 s
ComparativeGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-15 01:40yes094 s
ComparativeMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-15 01:24yes014 s
Budget constrainedClaude Haiku 4.5claude-haiku-4-5-202510012026-09-15 02:14yes169 s
Budget constrainedGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-15 00:22yes23 s
Budget constrainedGemini 3.5 Flashgemini-3.5-flash2026-09-15 01:07yes1925 s
Budget constrainedPerplexity Sonarsonar2026-09-15 04:59yes205 s
Budget constrainedGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-14 23:17yes09 s
Budget constrainedMistral Smallmistral/mistral-small via mistral2026-09-15 00:07yes06 s
Budget constrainedDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-15 01:15yes016 s
Budget constrainedLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-15 02:49yes01 s
Budget constrainedQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-15 02:20yes061 s
Budget constrainedKimi K2moonshotai/kimi-k2 via novita2026-09-14 23:15yes035 s
Budget constrainedGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-15 02:13yes0102 s
Budget constrainedMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-15 01:20yes019 s
Scale constrainedClaude Haiku 4.5claude-haiku-4-5-202510012026-09-15 04:38yes1813 s
Scale constrainedGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-15 03:04no015 s
Scale constrainedGemini 3.5 Flashgemini-3.5-flash2026-09-15 01:39no018 s
Scale constrainedPerplexity Sonarsonar2026-09-15 01:55yes2011 s
Scale constrainedGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-15 03:39yes09 s
Scale constrainedMistral Smallmistral/mistral-small via mistral2026-09-15 04:39yes011 s
Scale constrainedDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-09-15 03:22yes0101 s
Scale constrainedLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-14 23:17yes02 s
Scale constrainedQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-14 23:26no033 s
Scale constrainedKimi K2moonshotai/kimi-k2 via novita2026-09-15 04:04yes034 s
Scale constrainedGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-14 23:42yes0138 s
Scale constrainedMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-15 04:22yes021 s
Negative framingClaude Haiku 4.5claude-haiku-4-5-202510012026-09-14 23:43yes149 s
Negative framingGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-15 04:50yes47 s
Negative framingGemini 3.5 Flashgemini-3.5-flash2026-09-15 02:46yes1226 s
Negative framingPerplexity Sonarsonar2026-09-15 01:47yes207 s
Negative framingGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-15 04:18yes010 s
Negative framingMistral Smallmistral/mistral-small via mistral2026-09-15 03:49yes06 s
Negative framingDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-15 00:41yes026 s
Negative framingLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-14 23:54yes01 s
Negative framingQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-15 02:10yes027 s
Negative framingKimi K2moonshotai/kimi-k2 via novita2026-09-15 01:46yes068 s
Negative framingGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-15 01:44yes018 s
Negative framingMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-14 23:54yes030 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
Salesforce read as Salesforce PRM
Unresolved, counted raw
Channelplace
DealCloud
Microsoft Dynamics PRM
Outbound
PartnerHero
Salesforce Partner Cloud / Partner Central
Tackle.io
Zentail
Discontinued, still offered
No shut-down product was recommended here.
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