# Usermaven: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 13 judge labels across 4 categories by 6 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/usermaven

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Attribution and marketing mix modeling](https://www.gane.ai/index/gtm/marketing/attribution-mmm/index.md) | 0% | 27 | 0% | 7 |
| [Identity resolution](https://www.gane.ai/index/gtm/gtm-data/identity-resolution/index.md) | 0% | 47 | 0% | 2 |
| [Product analytics](https://www.gane.ai/index/gtm/gtm-data/product-analytics/index.md) | 0% | 24 | 0% | 2 |
| [Web analytics](https://www.gane.ai/index/gtm/gtm-data/web-analytics/index.md) | 0% | 60 | 0% | 2 |

## What the models said for it

- "Usermaven (starting around $99/month) ... are your best value picks for attribution" (DeepSeek V4 Flash, Attribution & MMM)
- "may offer more flexibility and control, with fewer of the drawbacks listed above" (Mistral Small, Identity)
- "Alternatives worth considering instead: Usermaven, UXCam, or Countly" (Grok 4.20, Product analytics)
- "Usermaven Scale ~$169-$199/mo for attribution + analytics" (Muse Glimmer 30B, Attribution & MMM)

## By model

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

## Sources returned with these answers

The sites and pages cited by the answers that named Usermaven, from 39 of the 41 answers that named it (only the models that return a source list).

### Domains cited

- usermaven.com: 31 (its own site)
- g2.com: 15
- getapp.com: 11
- admetrics.io: 10
- aboutmartech.com: 9
- business.adobe.com: 9
- capterra.com: 9
- cometly.com: 9
- vexpower.com: 9
- linkedin.com: 7

### Pages cited

- https://vexpower.com/mmm/marketing-mix-modeling-software: 9
- https://admetrics.io/compare/best-marketing-mix-modeling-tools-software: 8
- https://mammoth.io/blog/marketing-attribution-software: 7
- https://usermaven.com/blog/enterprise-marketing-attribution-platforms: 7
- https://segmentstream.com/blog/articles/best-mmm-software-tools: 6
- https://usermaven.com/blog/affordable-attribution-tools: 6
- https://usermaven.com/blog/b2b-marketing-attribution-platform: 6
- https://usermaven.com/blog/identity-resolution-software: 6

## In its own words

What Usermaven's own pages state, read 2026-10-05. Stated by the vendor, not checked by the index.

- Positioning: AI-powered marketing attribution software for B2B SaaS companies and agencies (https://usermaven.com/)
- For: B2B SaaS companies and agencies (https://usermaven.com/)
- Price stated: $84 (https://usermaven.com/)
- Starting price: 84 (https://usermaven.com/)
- Integrations claimed: 4 (https://usermaven.com/); 30 (https://usermaven.com/pricing) (pages disagree)
- Certifications: GDPR
- Customers named: ContentStudio, OurTaap, PostNitro, SecurityHive, Short Hills Design, Replug, Contentpen, Hyperengage

## What it publishes

Every page usermaven.com exposes, read 2026-09-29: 597 addresses. By kind, pages and the last 90 days:

- blog: 424 pages, 84 in the last 90 days, latest 2026-09-25
- case study: 10 pages, 0 in the last 90 days, latest undated
- report or ebook: 4 pages, 3 in the last 90 days, latest 2026-09-18
- comparison: 73 pages, 13 in the last 90 days, latest 2026-09-08
- template or tool: 13 pages, 1 in the last 90 days, latest 2026-07-31
- glossary or explainer: 7 pages, 0 in the last 90 days, latest 2026-02-12
- podcast or video: 2 pages, 2 in the last 90 days, latest 2026-09-17
- news or press: 1 pages, 1 in the last 90 days, latest 2026-09-25
- Recent: 2026-09-25 blog: Hubspot attribution limitations https://blog.usermaven.com/hubspot-attribution-limitations/
- Recent: 2026-09-25 blog: Wasted ad spend problem https://blog.usermaven.com/wasted-ad-spend-problem/
- Recent: 2026-09-25 blog: Tips to improve ad performance https://blog.usermaven.com/tips-to-improve-ad-performance/
- Recent: 2026-09-25 blog: B2b revenue attribution https://blog.usermaven.com/b2b-revenue-attribution/
- Recent: 2026-09-25 news or press: Announcements https://updates.usermaven.com/announcements
- Recent: 2026-09-25 blog: Hubspot attribution limitations https://usermaven.com/blog/hubspot-attribution-limitations

## 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.