10% of first choices, contested.
The floor is 12 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 is noise, and both are shown. How the floor is measured
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%.
“recurring concerns include setup complexity, hard-coded configuration, reporting limitations, and the effort needed to administer or customize the system” GPT-6 Luna, negative prompt
“**Unifyr/Zift** (for mid-market) ... carry the most consistent, documented complaints in the space” DeepSeek V4 Flash, negative prompt
“Avoid over-buying into ZINFI or Impartner unless you have dedicated channel operations staff and complex multi-tier partner structures” Kimi K2, direct prompt
“Platforms to Be Cautious About ... Mindmatrix (PRM / TCM) ... Difficult setup and slow implementation” DeepSeek V4 Flash, negative prompt
78 of 84 answers in this category came back with a source list, from 14 of 6 models: citations where the model returns them, or the search results it consulted. 1206 links across 311 sites, every framing counted. Ranked by the number of answers carrying the site or page. None of the 36 answers across every segment cited this index's own page for the category.
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.
| 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 |
|---|---|---|---|---|---|---|---|---|
| Channelscaler channelscaler.com | 10% | 136 | 260 | 3 | 948 | $279 | 13 | |
| Mindmatrix mindmatrix.net | 10% | 76 | 720 | 5 | 3,681 | 4 | ||
| Unifyr unifyr.com | 9% | 137 | 210 | 2 | 2,877 | 9 | 5 | |
| HubSpot parent site HubSpot Marketing Hub 7% | 7% | 934 | 368,000 | 9,776 | ||||
| PartnerStack partnerstack.com | 7% | 395 | 4,400 | 68 | 27,495 | 16 | ||
| Brevo brevo.com | 7% | 386 | 40,500 | 327 | 81,741 | $17,847 | 106 | |
| Impartner PRM impartner.com | 5% | 301 | 110 | 1 | 63,020 | 7 | 2 | |
| ZINFI Unified Partner Management zinfi.com | 3% | 202 | 10 | 0 | 70,639 | 3 | ||
| Kiflo PRM kiflo.com | 3% | 128 | 20 | 0 | 1,941 | $457 | 5 | |
| SproutLoud sproutloud.com | 3% | 40 | 390 | 4 | 461 | 9 |
Google's top ten for the two searches hold 14 sites; 4 of them are among the sites the models cited here (g2.com, improvado.io, technologyadvice.com, zinfi.com). The first result for “best through-channel marketing platform” is ansira.com.
| Prompt | Model | Version string | Time (UTC) | Searched | Sources | Latency |
|---|
Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.
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