# UserEvidence: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 6 judge labels across 2 categories by 4 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/userevidence

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Loyalty, advocacy and referrals](https://www.gane.ai/index/gtm/marketing/loyalty-advocacy-and-referrals/index.md) | 0% | 50 | 0% | 3 |
| [Review and reputation management](https://www.gane.ai/index/gtm/marketing/review-and-reputation-management/index.md) | 0% | 33 | 0% | 3 |

## What the models said for it

- "pair it with UserEvidence to automate collection and turn feedback into usable sales assets" (Gemini 3.5 Flash, Reviews)
- "Best for Customer Advocacy & Testimonials: Influitive or UserEvidence" (Qwen 3.7 Flash, Reviews)
- "Choose Influitive (or UserEvidence) if your goal is holistic loyalty" (Gemini 3.5 Flash, Loyalty)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 2 | 1 | 0 | 3 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 0 | 0 | 1 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 1 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named UserEvidence, from 10 of the 11 answers that named it (only the models that return a source list).

### Domains cited

- extole.com: 4
- g2.com: 4
- guideflow.com: 4
- openloyalty.io: 4
- axiobench.com: 3
- base.ai: 3
- capterra.com: 3
- friendbuy.com: 3
- getapp.com: 3
- influitive.com: 3

### Pages cited

- https://openloyalty.io/insider/best-referral-software: 4
- https://axiobench.com/best/customer-advocacy-software: 3
- https://base.ai/blog/customer-advocacy-software-enterprise-b2b: 3
- https://friendbuy.com/compare: 3
- https://guideflow.com/blog/best-customer-advocacy-software: 3
- https://influitive.com/: 3
- https://blog.hubspot.com/service/customer-advocacy-platforms: 2
- https://deeto.com/blog-post/best-advocate-marketing-software: 2

## In its own words

What UserEvidence's own pages state, read 2026-09-28. Stated by the vendor, not checked by the index.

- Positioning: Customer Proof That Builds Buyer Trust (https://userevidence.com/)
- For: B2B marketing teams; customer marketers, product marketers, and marketing leaders at a b2b software company (https://userevidence.com/)
- Customers named: Gong, Superhuman, Vanta, Trellix, Absorb, HackerOne, Grammarly

## What it publishes

Every page userevidence.com exposes, read 2026-09-29: 3892 addresses. By kind, pages and the last 90 days:

- blog: 85 pages, 6 in the last 90 days, latest 2026-09-09
- case study: 11 pages, 2 in the last 90 days, latest 2026-08-27
- report or ebook: 4 pages, 0 in the last 90 days, latest 2025-09-16
- comparison: 3 pages, 1 in the last 90 days, latest 2026-07-20
- glossary or explainer: 8 pages, 0 in the last 90 days, latest undated
- podcast or video: 59 pages, 0 in the last 90 days, latest 2025-12-11
- news or press: 1 pages, 0 in the last 90 days, latest 2026-04-13
- Recent: 2026-09-09 blog: Aeo isnt someone elses job https://userevidence.com/blog/aeo-isnt-someone-elses-job/
- Recent: 2026-09-04 blog: 5 ways im using our mcps https://userevidence.com/blog/5-ways-im-using-our-mcps/
- Recent: 2026-09-01 blog: The 6 things on every customer marketers mind at highline https://userevidence.com/blog/the-6-things-on-every-customer-marketers-mind-at-highline/
- Recent: 2026-08-27 case study: We are more than case study machines https://userevidence.com/blog/we-are-more-than-case-study-machines/
- Recent: 2026-08-19 case study: Were getting 15 customer stories out of our upcoming event https://userevidence.com/blog/were-getting-15-customer-stories-out-of-our-upcoming-event/
- Recent: 2026-08-19 blog: The two moments that make or break a census survey part 2 https://userevidence.com/blog/the-two-moments-that-make-or-break-a-census-survey-part-2/

## Record

- Method: https://www.gane.ai/index/gtm/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/gtm.