Channel partner and local marketing for small business buyers
Asked as “through-channel marketing platform”, and as “partner marketing and local marketing tool”, on behalf of a small B2B company. 61 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each.
Standing · first-choice share
10%
Contested · PartnerStack 8%
10PartnerPortal.io08PartnerStack07BrightLocal75others
10% of first choices, contested.
Since October 2026↗new leaderNew leader since October 2026: PartnerPortal.io (10%) replaces PartnerStack (15% then, 8% now), 2 points clear, inside the 11-point floor.PartnerPortal.io leads at 10%, replacing PartnerStack, which led at 15% and stands at 8% now: 2 points clear, inside the floor, so the swap reads as unsettled.
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.
Small business
PartnerPortal.io10%Contested↗new leaderNew leader since October 2026: PartnerPortal.io (10%) replaces PartnerStack (15% then, 8% now), 2 points clear, inside the 11-point floor.This pageMid-market
Impartner PRM17%Contested↗new leaderNew leader since October 2026: Impartner PRM (17%) replaces Channelscaler (10% then, 2% now), 15 points clear, past the 11-point floor.Standing →EnterpriseImpartner PRM28%Contested▲+3Since October 2026: 25% → 28%, +3 points. Inside the 11-point floor: within noise.Standing →
PartnerPortal.io10%Contested↗new leaderNew leader since October 2026: PartnerPortal.io (10%) replaces PartnerStack (15% then, 8% now), 2 points clear, inside the 11-point floor.This pageMid-marketImpartner PRM17%Contested↗new leaderNew leader since October 2026: Impartner PRM (17%) replaces Channelscaler (10% then, 2% now), 15 points clear, past the 11-point floor.Standing →EnterpriseImpartner PRM28%Contested▲+3Since October 2026: 25% → 28%, +3 points. Inside the 11-point floor: within noise.Standing →The standing
Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all fourteen models, for a small B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrantSince October 2026
01
PartnerStack8%6%17accepted challenger▼−7Since October 2026: 15% → 8%, −7 points. Inside the 11-point floor: within noise.15% → 8%
PartnerStack8%6%17accepted challenger▼−7Since October 2026: 15% → 8%, −7 points. Inside the 11-point floor: within noise.15% → 8%02
Unifyr7%34%35criticized challenger▼−2Since October 2026: 9% → 7%, −2 points. Inside the 11-point floor: within noise.9% → 7%
Unifyr7%34%35criticized challenger▼−2Since October 2026: 9% → 7%, −2 points. Inside the 11-point floor: within noise.9% → 7%03
BrightLocal7%0%10accepted challenger▲+2Since October 2026: 5% → 7%, +2 points. Inside the 11-point floor: within noise.5% → 7%
BrightLocal7%0%10accepted challenger▲+2Since October 2026: 5% → 7%, +2 points. Inside the 11-point floor: within noise.5% → 7%04
ZINFI Unified Partner Management7%37%30criticized challenger▲+5Since October 2026: 2% → 7%, +5 points. Inside the 11-point floor: within noise.2% → 7%
ZINFI Unified Partner Management7%37%30criticized challenger▲+5Since October 2026: 2% → 7%, +5 points. Inside the 11-point floor: within noise.2% → 7%05
Channeltivity5%0%12accepted challenger=heldSince October 2026: 5% → 5%, ±0 points. Inside the 11-point floor: within noise.5% → 5%
Channeltivity5%0%12accepted challenger=heldSince October 2026: 5% → 5%, ±0 points. Inside the 11-point floor: within noise.5% → 5%06
Kiflo PRM5%8%12accepted challenger▼−1Since October 2026: 6% → 5%, −1 point. Inside the 11-point floor: within noise.6% → 5%
Kiflo PRM5%8%12accepted challenger▼−1Since October 2026: 6% → 5%, −1 point. Inside the 11-point floor: within noise.6% → 5%07
Mailchimp5%0%11accepted challenger▲+5Since October 2026: 0% → 5%, +5 points. Inside the 11-point floor: within noise.0% → 5%
Mailchimp5%0%11accepted challenger▲+5Since October 2026: 0% → 5%, +5 points. Inside the 11-point floor: within noise.0% → 5%08
Brevo5%0%11accepted challenger▼−3Since October 2026: 8% → 5%, −3 points. Inside the 11-point floor: within noise.8% → 5%
Brevo5%0%11accepted challenger▼−3Since October 2026: 8% → 5%, −3 points. Inside the 11-point floor: within noise.8% → 5%09
Google Business Profile Lab in the set3%0%12accepted challenger▼−2Since October 2026: 5% → 3%, −2 points. Inside the 11-point floor: within noise.5% → 3%
Google Business Profile Lab in the set3%0%12accepted challenger▼−2Since October 2026: 5% → 3%, −2 points. Inside the 11-point floor: within noise.5% → 3%10
Mindmatrix3%31%13criticized challenger▲+1Since October 2026: 2% → 3%, +1 point. Inside the 11-point floor: within noise.2% → 3%
Mindmatrix3%31%13criticized challenger▲+1Since October 2026: 2% → 3%, +1 point. Inside the 11-point floor: within noise.2% → 3%11
HubSpot Marketing Hub2%25%24criticized challenger▼−1Since October 2026: 3% → 2%, −1 point. Inside the 11-point floor: within noise.3% → 2%
HubSpot Marketing Hub2%25%24criticized challenger▼−1Since October 2026: 3% → 2%, −1 point. Inside the 11-point floor: within noise.3% → 2%12
SproutLoud2%18%11accepted challenger▼−1Since October 2026: 3% → 2%, −1 point. Inside the 11-point floor: within noise.3% → 2%
SproutLoud2%18%11accepted challenger▼−1Since October 2026: 3% → 2%, −1 point. Inside the 11-point floor: within noise.3% → 2%13
Extu2%20%10accepted challenger▼−1Since October 2026: 3% → 2%, −1 point. Inside the 11-point floor: within noise.3% → 2%
Extu2%20%10accepted challenger▼−1Since October 2026: 3% → 2%, −1 point. Inside the 11-point floor: within noise.3% → 2%14
impact.com2%30%10criticized challenger=heldSince October 2026: 2% → 2%, ±0 points. Inside the 11-point floor: within noise.2% → 2%
impact.com2%30%10criticized challenger=heldSince October 2026: 2% → 2%, ±0 points. Inside the 11-point floor: within noise.2% → 2%15Impartner PRM2%56%43criticized challenger▲+2Since October 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise.0% → 2%
Impartner PRM2%56%43criticized challenger▲+2Since October 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise.0% → 2%Show the three products at 0%, ordered by negative rate
18
Ansira0%79%14criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
Ansira0%79%14criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%17
Channelscaler0%38%16criticized challenger▼−2Since October 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise.2% → 0%
Channelscaler0%38%16criticized challenger▼−2Since October 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise.2% → 0%16
ActiveCampaign0%25%12criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
ActiveCampaign0%25%12criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%The floor is 11 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one can't be told apart from repeat variation, and both are shown. Each index measures its own floor from its own repeat, over its own categories, so the floor differs from one index to the next. Both editions asked the same fourteen models. How the floor is measured
Bars are the share of first choices, 0 to 100Every product with at least 10 labels here. Every product name links to its product page.
Google Business Profile is made by Google, whose model Gemini 3.5 Flash is in the set. On the four share prompts that model made it the first choice zero times of 4; the other thirteen models two times of 52. Lab treatment is defined on the method page; the row is marked, not excluded.
For buyers
Head to headHead-to-head pages are published for mid-market buyers, so these open on mid-market figures, not small business.
All twenty-eight head-to-head pages: the top eight products, each against each
Impartner PRM vs SproutLoudImpartner PRM vs ZINFI Unified Partner ManagementImpartner PRM vs MindmatrixImpartner PRM vs ChannelscalerHubSpot Marketing Hub vs PartnerStackHubSpot Marketing Hub vs UnifyrHubSpot Marketing Hub vs SproutLoudHubSpot Marketing Hub vs ZINFI Unified Partner ManagementHubSpot Marketing Hub vs MindmatrixHubSpot Marketing Hub vs ChannelscalerPartnerStack vs UnifyrPartnerStack vs SproutLoudPartnerStack vs ZINFI Unified Partner ManagementPartnerStack vs MindmatrixPartnerStack vs ChannelscalerUnifyr vs SproutLoudUnifyr vs ZINFI Unified Partner ManagementUnifyr vs MindmatrixUnifyr vs ChannelscalerSproutLoud vs ZINFI Unified Partner ManagementSproutLoud vs MindmatrixSproutLoud vs ChannelscalerZINFI Unified Partner Management vs MindmatrixZINFI Unified Partner Management vs ChannelscalerMindmatrix vs Channelscaler
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 →
010203040506070809101112131415161718Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative20%
Key
01PartnerStack8%
PartnerStack8%02Unifyr7%
Unifyr7%03BrightLocal7%
BrightLocal7%04ZINFI Unified Partner Management7%
ZINFI Unified Partner Management7%05Channeltivity5%
Channeltivity5%06Kiflo PRM5%
Kiflo PRM5%07Mailchimp5%
Mailchimp5%08Brevo5%
Brevo5%09Google Business Profile3%
Google Business Profile3%10Mindmatrix3%
Mindmatrix3%11HubSpot Marketing Hub2%
HubSpot Marketing Hub2%12SproutLoud2%
SproutLoud2%13Extu2%
Extu2%14impact.com2%
impact.com2%15Impartner PRM2%
Impartner PRM2%16ActiveCampaign0%
ActiveCampaign0%17Channelscaler0%
Channelscaler0%18Ansira0%
Ansira0%What they warned about
Zero of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Gemini 3.5 Flash, Perplexity Sonar, Grok 4.20, Mistral Small, DeepSeek V4 Flash, Llama 4 Maverick, Qwen 3.7 Flash, Kimi K2, GLM 4.7 FlashX, MiniMax M2.5, GPT-6 Luna and Muse Glimmer 30B 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.
Impartner PRM56%
24 of 43 labels negative · 12 of 14 models · 7 hard negative
“Avoid if budget is tight: Impartner's pricing structure ($2,000+/month per feature) makes it impractical for most small teams” MiniMax M2.5, comparative prompt
Ansira79%
11 of 14 labels negative · 7 of 14 models · 5 hard negative
“Why to avoid: Built specifically for brands with large dealer, franchise, or retailer networks (1,000+ partners), expensive custom pricing” GLM 4.7 FlashX, negative prompt
ZINFI Unified Partner Management37%
11 of 30 labels negative · 6 of 14 models · 3 hard negative
“Why avoid for SMBs? High pricing (often $10K+ annually or enterprise contracts with minimum spends), steep learning curves” Grok 4.20, negative prompt
Unifyr34%
12 of 35 labels negative · 5 of 14 models · 3 hard negative
“Avoid enterprise-tier platforms like Zift Solutions, Ansira, ZINFI UPM and Impartner full PRM unless you have a large, global partner network” Muse Glimmer 30B, direct prompt
What they cite
Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted.
Sites the answers cite
73 of 84 answers in this category came back with a source list, from 14 of 14 models: citations where the model returns them, or the search results it consulted. 1004 links across 321 sites, every framing counted. Ranked by the number of answers carrying the site or page. 28 of the 252 answers across every segment cited this index's own page for the category; the method page measures whether that reading tilts an answer.
46 answers · 99 citations · 14 models
28 answers · 31 citations · 11 models
vendor site · ZINFI22 answers · 33 citations · 8 models
19 answers · 19 citations · 10 models
vendor site · Spotsaas18 answers · 21 citations · 10 models
vendor site · SourceForge17 answers · 24 citations · 9 models
vendor site · Software Advice17 answers · 20 citations · 7 models
vendor site · Impartner16 answers · 19 citations · 8 models
vendor site · Capterra15 answers · 23 citations · 6 models
15 answers · 16 citations · 8 models
vendor site · Whatagraph11 answers · 11 citations · 7 models
vendor site · GetApp10 answers · 11 citations · 6 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.
31 answers · 13 models
19 answers · 10 models
18 answers · 8 models
14 answers · 7 models
13 answers · 8 models
11 answers · 7 models
9 answers · 8 models
9 answers · 5 models
9 answers · 5 models
9 answers · 7 models
Search against answers
Each company's standing in the answers beside its site's footprint in Google search, one row a site: the products the models named on it with their shares, and the share they add up to; monthly searches on Google, and DataForSEO's estimate of AI search demand (modeled from search signals, directional, not a count of queries to any assistant), for the most-searched of the company's and its products' names (the name is in each row's hover text); estimated monthly organic visits to the site; and its best position in Google's top ten for “best through-channel marketing platform”, “through-channel marketing platform”. US estimates from DataForSEO and Google's Ads Transparency Center. A small company's site, or a mid-sized company's site for its flagship, is marked company; a product on a large parent's site (Google, Microsoft) has no site figures. A column with no figures for this category is left out, and an empty cell means none were seen, not none exist. Two measurements side by side: neither is read as the cause of the other.
| Company and products | Share | Own site cited | Name searches, Google | AI search demand, est. | Organic visits | Paid search a month, est. | Google ads, last 30 days | Best Google position |
|---|---|---|---|---|---|---|---|---|
| PartnerPortal.io partnerportal.io | 10% | 89 | 30 | 0 | 1,437 | |||
| PartnerStack partnerstack.com | 8% | 401 | 4,400 | 68 | 27,495 | 16 | ||
| Unifyr unifyr.com | 7% | 151 | 210 | 2 | 2,877 | 9 | 5 | |
| BrightLocal brightlocal.com | 7% | 202 | 9,900 | 103 | 36,255 | 55 | ||
| ZINFI Unified Partner Management zinfi.com | 7% | 237 | 10 | 0 | 70,639 | 3 | ||
| Channeltivity channeltivity.com | 5% | 99 | 210 | 0 | 2,179 | |||
| Kiflo PRM kiflo.com | 5% | 145 | 20 | 0 | 1,941 | $457 | 5 | |
| Intuit mailchimp.com Mailchimp 5% | 5% | 328 | 368,000 | 6,862 | 1,931,402 | $1,214 | 107 | |
| Brevo brevo.com | 5% | 440 | 40,500 | 327 | 81,741 | $17,847 | 106 | |
| Google parent site Google Business Profile 3% | 3% | 79 | 550,000 | 1,719 |
Google's top ten for the two searches hold 14 sites; 4 of them are among the sites the models cited here (g2.com, impartner.com, technologyadvice.com, zinfi.com). The first result for “best through-channel marketing platform” is ansira.com.
How 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.ShowHide
How 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.
ShowHideModelDirect“What is the best through-channel marketing platform for a small B2B company?”Paraphrase“Which partner marketing and local marketing tool would you recommend to a small business that sells to other businesses?”Comparative“What are the top through-channel marketing platforms for a small team and how do they differ?”Budget-constrained“What is the best through-channel marketing platform for a small company with a tight budget?”Scale-constrained“We are a 30 person company evaluating a through-channel marketing platform. What should we look at?”Negative“Which through-channel marketing platforms should a small business avoid or be cautious about?”
Claude Haiku 4.5Cooperate MarketingGoogle Business Profile, LinkedInChangedCooperate MarketingHubSpot Sales Hub, Mailchimpno first choiceagainst: HubSpot Marketing Hub, Salesforce Marketing Cloud
Three alternatives
PeopleLinx, Relevize, xAmplifyOne alternative
HubSpot's PRMFour alternatives
Channelscaler, PeopleLinx, Relevize, xAmplifySeven alternatives
ActiveCampaign, Buffer, Constant Contact, Google Ads, Google Analytics 4, Hootsuite, KlaviyoGPT-5.4 miniUnifyr, ZINFI Unified Partner ManagementPartnerPortal.io, UberallChangedImpartner PRM, UnifyrMagentrix PRMagainst: Impartner PRMno first choicenothing named
Three alternatives
ActiveCampaign, HubSpot Marketing Hub, Impartner PRMTwo alternatives
HubSpot Marketing Hub, MindmatrixOne alternative
ChanneltivityGemini 3.5 FlashChanneltivityagainst: Ansira, Impartner PRM, UnifyrBrightLocal, Kiflo PRMChangedagainst: Impartner PRMChanneltivityKiflo PRMagainst: Ansira, Impartner PRM, SproutLoud, Unifyrno first choiceagainst: Impartner PRM, Unifyragainst: Ansira, Impartner PRM, Salesforce PRM, StructuredWeb, Unifyr, Uptempo
Three alternatives
Channelscaler, Mindmatrix, xAmplifyThree alternatives
Crossbeam, Google Business Profile, Semrush LocalFour alternatives
Channelscaler, Mindmatrix, SproutLoud, StructuredWebThree alternatives
PartnerHub, PartnerPortal.io, xAmplifyPerplexity SonarMindmatrixagainst: ActiveCampaign, HubSpot Marketing HubKiflo PRMChangedagainst: Ansira, Impartner PRMno first choiceagainst: AdRollBrevono first choiceagainst: ActiveCampaign, HubSpot Marketing Hub, Klaviyo, LinkedIn Campaign Manager, MGID, Pinterest Ads, Quora, Reddit, Taboola, TikTok paid advertising
Two alternatives
Impartner PRM, UnifyrFour alternatives
BrightLocal, Google Business Profile, PartnerStack, PluspointFive alternatives
Ansira, Extu, Impartner PRM, Mindmatrix, ZINFI Unified Partner ManagementThree alternatives
ActiveCampaign, HubSpot Marketing Hub, UnifyrGrok 4.20Unifyr, ZINFI Unified Partner Managementagainst: ActiveCampaign, Adobe Marketo Engage, HubSpot Marketing Hub, SalesforceThryvChangedagainst: AnsiraUnifyr, ZINFI Unified Partner Managementagainst: Ansira, Impartner PRM, Salesforce PRMPartnerPortal.ioagainst: Channelscaler, Impartner PRM, ZINFI Unified Partner Managementno first choiceagainst: Crossbeam, impact.comagainst: Adobe Marketo Engage, Ansira, Braze, Channelscaler, HubSpot Marketing Hub, Impartner PRM, Mindmatrix, ZINFI Unified Partner Management, impact.com
Four alternatives
Impartner PRM, Mindmatrix PRM, SproutLoud, StructuredWebFour alternatives
BrightLocal, HubSpot CRM, PartnerStack, impact.comTwo alternatives
Extu, Mindmatrix PRMThree alternatives
Kiflo PRM, OneAffiniti, impact.comFour alternatives
ChannelLink, Channelscaler, Impartner PRM, UnifyrMistral SmallMindmatrix PRMBrightLocal, PartnerPortal.ioChangedExtu, UnifyrBrevo, Mailchimpno first choiceagainst: Adobe Marketo Engage, Bluetent, Braze, Marketing 360, Surefire Local
Four alternatives
Channeltivity, Impartner PRM, The Ansira Platform, ZINFI Unified Partner ManagementFive alternatives
Birdeye, Google Business Profile, Podium, Snov.io, impact.comFour alternatives
Impartner PRM, Mindmatrix PRM, The Ansira Platform, ZINFI Unified Partner ManagementTwo alternatives
Buffer, Systeme.ioDeepSeek V4 FlashPartnerPortal.ioagainst: UnifyrBrightLocal, PartnerStackChangedagainst: YextKiflo PRM, PartnerPortal.ioagainst: Impartner PRM, Salesforce PRM, ZINFI Unified Partner ManagementSproutLoud, Trackdeskagainst: Impartner PRM, Unifyrno first choiceagainst: Adobe Marketo Engage, Ansira Platform, ChannelEngine, Channelscaler, Impartner PRM, Mindmatrix, Oracle Eloqua, Oracle Marketing Cloud, ZINFI Unified Partner Management
Three alternatives
HubSpot Marketing Hub, Kiflo PRM, PartnerStackFour alternatives
Google Business Profile, HubSpot CRM, Semrush Local, impact.comTwo alternatives
Introw, JourneyBeeFive alternatives
Brevo, HubSpot Marketing Hub, Mindmatrix Bridge, PartnerStack, ZINFI Unified Partner ManagementLlama 4 Maverickno first choiceIntrow PRMChangedno first choiceno first choiceno first choiceagainst: Ansira, Impartner PRM
One alternative
SproutLoudQwen 3.7 FlashMindmatrix, PartnerStackagainst: Impartner PRM, ZINFI Unified Partner ManagementPartnerPortal.ioChangedagainst: Salesforce PRMThe Ansira PlatformBrevono first choiceagainst: Adobe Experience Cloud, Impartner PRM, SAP, Salesforce Marketing Cloud, Varicent
Two alternatives
HubSpot Partner Portal, UnifyrThree alternatives
Introw, Thryv, impact.comFour alternatives
HubSpot Marketing Hub, MioDatos, Unifyr, ZINFI Unified Partner ManagementTwo alternatives
MailerLite, Systeme.ioKimi K2MyMarketr.ioagainst: Ansira, UnifyrBrightLocal, PartnerStack, impact.comChangedChannelscalerChanneltivity, ZINFI Unified Partner Managementagainst: Crossbeamno first choiceagainst: Impartner PRM, Mindmatrix, Salesforce Communities, SproutLoud
Four alternatives
HubSpot Marketing Hub, Photofy, ZINFI Unified Partner Management, xAmplifyTwo alternatives
Google Business Profile, HubSpot Marketing HubFour alternatives
Impartner PRM, Mindmatrix, SproutLoud, ZINFI Unified Partner ManagementFive alternatives
Canva for Enterprise, Google Workspace, PartnerStack, SharePoint, SlackGLM 4.7 FlashXUnifyragainst: Impartner PRMGoogle Business Profile, PartnerStack, Referral RockChangedagainst: Semrush Local, impact.comMindmatrix PRM, SproutLoudEngageBay, Mailchimpno first choiceagainst: Adobe Experience Cloud, Adobe Marketo Engage, Ansira, Oracle Eloqua, Salesforce Marketing Cloud
Three alternatives
Channeltivity, StructuredWeb, ZINFI Unified Partner ManagementOne alternative
BrightLocalTwo alternatives
Unifyr, ZINFI Unified Partner ManagementThree alternatives
Google Workspace, Klaviyo, ZINFI Unified Partner ManagementMiniMax M2.5PartnerOnagainst: Impartner PRM, ZINFI Unified Partner ManagementImpartner PRM, UberallChangedMindmatrix, Unifyragainst: Extu, Impartner PRMEngageBay, Systeme.iono first choiceagainst: Adobe Marketing Cloud, Freshmarketer, GoDaddy SEO Services, HubSpot Marketing Hub, Intercom, LinkedIn Campaign Manager, ReadyCloud, Salesforce Marketing Cloud, SharpSpring, Twitter (X) Ads, Wix
Two alternatives
ActiveCampaign, HubSpot Marketing HubTwo alternatives
Brandify, SynupOne alternative
ZINFI Unified Partner ManagementTwo alternatives
ChannelSale, ManyChatGPT-6 LunaZINFI Unified Partner ManagementAlignableChangedImpartner PRM, Mindmatrix BridgeExtuagainst: Kiflo PRM, ZINFI Unified Partner Managementno first choiceagainst: Impartner PRM, Mindmatrix, Unifyr, ZINFI Unified Partner Management
One alternative
UnifyrOne alternative
Google Business ProfileFive alternatives
Channeltivity, Structured, StructuredWeb, Unifyr, ZINFI Unified Partner ManagementMuse Glimmer 30BChanneltivity, Unifyragainst: Ansira, Impartner PRM, Unifyr, ZINFI Unified Partner ManagementHubSpot Marketing Hub, PartnerStackChangedKiflo PRM, PartnerStackagainst: Channelscaler, Extu, Mindmatrix PRM, The Ansira Platform, Unifyr, ZINFI Unified Partner Management UPMPartnerPortal.ioagainst: Channelscaler, Impartner PRM, PartnerStack, The Ansira Platform, Unifyr, ZINFI Unified Partner Managementno first choiceagainst: Impartner PRM, Unifyr, ZINFI Unified Partner Management
Three alternatives
ContactID, Kiflo PRM, PartnerPortal.ioOne alternative
ChanneltivityOne alternative
Kiflo PRMBold is the first choiceAlternatives are counted; the count opens them.What the answer argued against
The record
One row per call: the version string exactly as returned, whether the model searched, sources cited, and latency.
Eighty-four rows: every prompt, every model, every answer.
| Prompt | Model | Version string | Time (UTC) | Searched | Sources | Latency |
|---|---|---|---|---|---|---|
| Direct recommendation | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 15:03 | yes | 9 | 7 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 10:14 | yes | 2 | 5 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 09:17 | yes | 7 | 15 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-11-01 16:03 | yes | 10 | 3 s |
| Direct recommendation | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 16:54 | yes | 21 | 19 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 08:52 | yes | 8 | 7 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 09:55 | yes | 25 | 22 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 08:52 | yes | 5 | 3 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 14:25 | yes | 15 | 77 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 15:42 | yes | 15 | 47 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 14:48 | yes | 25 | 104 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 09:11 | yes | 25 | 54 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-11-01 16:04 | yes | 3 | 24 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 12:10 | yes | 23 | 30 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 10:54 | no | 0 | 5 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 17:25 | yes | 3 | 4 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 13:03 | yes | 12 | 21 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-11-01 13:30 | yes | 10 | 3 s |
| Paraphrase | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 14:50 | yes | 14 | 10 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 11:09 | yes | 10 | 6 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 13:17 | yes | 24 | 27 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 13:17 | yes | 5 | 3 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 09:40 | yes | 15 | 95 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 14:17 | yes | 19 | 27 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 11:07 | yes | 20 | 74 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 16:11 | yes | 5 | 37 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-11-01 08:39 | yes | 2 | 15 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 10:10 | yes | 24 | 31 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 13:14 | yes | 15 | 8 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 15:15 | yes | 4 | 9 s |
| Comparative | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 10:33 | yes | 12 | 28 s |
| Comparative | Perplexity Sonar | sonar | 2026-11-01 11:30 | yes | 10 | 5 s |
| Comparative | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 14:38 | yes | 15 | 22 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 14:35 | yes | 5 | 6 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 08:59 | yes | 24 | 30 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 15:13 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 17:32 | yes | 15 | 72 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 09:26 | yes | 22 | 44 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 13:01 | yes | 18 | 40 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 14:08 | yes | 24 | 63 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-11-01 16:34 | yes | 6 | 24 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 12:54 | yes | 15 | 29 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 16:38 | no | 0 | 5 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 09:30 | yes | 3 | 6 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 08:43 | yes | 10 | 21 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-11-01 08:33 | yes | 10 | 4 s |
| Budget constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 16:05 | yes | 24 | 17 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 09:07 | yes | 5 | 4 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 16:46 | yes | 25 | 29 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 12:21 | yes | 5 | 3 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 14:09 | yes | 5 | 36 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 15:27 | yes | 25 | 47 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 14:53 | yes | 23 | 138 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 10:44 | yes | 10 | 19 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 15:42 | yes | 3 | 29 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 11:33 | yes | 24 | 34 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 08:47 | no | 0 | 9 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 11:22 | no | 0 | 4 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 17:15 | no | 0 | 17 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-11-01 14:10 | yes | 10 | 8 s |
| Scale constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 14:05 | yes | 14 | 16 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 09:17 | no | 0 | 6 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 09:02 | yes | 24 | 32 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 10:33 | yes | 5 | 2 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 15:13 | no | 0 | 25 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 11:56 | yes | 19 | 29 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 17:25 | yes | 15 | 61 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 14:43 | no | 0 | 20 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 14:37 | yes | 4 | 21 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 14:05 | yes | 22 | 25 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 12:02 | yes | 17 | 8 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 15:58 | no | 0 | 4 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 14:48 | yes | 6 | 21 s |
| Negative framing | Perplexity Sonar | sonar | 2026-11-01 09:36 | yes | 10 | 4 s |
| Negative framing | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 14:34 | yes | 25 | 15 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 14:40 | yes | 15 | 8 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 10:38 | yes | 25 | 46 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 14:25 | yes | 5 | 4 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 09:19 | no | 0 | 35 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 09:33 | yes | 19 | 65 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 10:49 | yes | 25 | 97 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 13:38 | no | 0 | 30 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-11-01 10:47 | yes | 2 | 16 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 13:46 | yes | 24 | 31 s |
Normalization in this category
Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.
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Category-scoped readings
Adobe read as Adobe Experience Cloud
Google Business Profile management read as Google Business Profile
HubSpot read as HubSpot Marketing Hub
HubSpot (Marketing Hub + Partner App/CRM) read as HubSpot Marketing Hub
Impartner read as Impartner PRM
Kiflo read as Kiflo PRM
Magentrix read as Magentrix PRM
Semrush read as Semrush Local
ZINFI read as ZINFI Unified Partner Management
ZINFI UPM read as ZINFI Unified Partner Management
ZinFi read as ZINFI Unified Partner Management
Zinfi read as ZINFI Unified Partner Management
Unresolved, counted raw
Alignable
Ansira Platform
Bluetent
Brandify
ChannelEngine
ChannelLink
GoDaddy SEO Services
GoHighLevel or HubSpot Starter
Google Ads with Local Campaigns
Growann
HubSpot's PRM
HubSpot's partner portal features
HubSpot’s partner tools
LinkedIn
MyMarketr.io
Notion or Google Drive
PartnerOn
Photofy
ReadyCloud
SAP
Salesforce
Salesforce Partner Communities
The Answer Company
TikTok paid advertising
WordPress.org with Yoast/RankMath
ZINFI Unified Partner Management UPM
Zoho
Discontinued, still offered
No shut-down product was recommended here.