# Attribution App: how AI models rank it, November 2026

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

## 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) | 2% | 9 | 0% | 13 |
| [Web analytics](https://www.gane.ai/index/gtm/gtm-data/web-analytics/index.md) | 0% | 64 | 0% | 1 |

## What the models said for it

- "Cometly and Attribution App are especially worth considering" (Mistral Small, Attribution & MMM)
- "If you prioritize full data ownership, auditable user-level data, built-in MMM, incrementality testing, and flexible models." (Grok 4.20, Attribution & MMM)
- "upgrade to Attribution App ≈$79/mo when you need reliable server-side multi-touch attribution without engineering overhead" (Muse Glimmer 30B, Attribution & MMM)
- "Rockerbox and Attribution App are the platforms most often recommended for mid-market B2B teams" (Muse Glimmer 30B, Attribution & MMM)

## 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 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 2 | 0 | 0 | 2 |
| Mistral Small | 1 | 1 | 1 | 0 | 3 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 2 | 0 | 0 | 2 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 0 | 0 | 2 | 0 | 2 |
| 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 | 3 | 1 | 0 | 4 |

## Sources returned with these answers

The sites and pages cited by the answers that named Attribution App, from 28 of the 28 answers that named it (only the models that return a source list).

### Domains cited

- vezadigital.com: 18
- usermaven.com: 14
- aboutmartech.com: 13
- gane.ai/index: 13
- attributionapp.com: 9 (its own site)
- segmentstream.com: 9
- admetrics.io: 8
- cometly.com: 8
- business.adobe.com: 7
- improvado.io: 7

### Pages cited

- https://vezadigital.com/post/marketing-attribution-tools: 18
- https://aboutmartech.com/blog/marketing-attribution-companies: 12
- https://admetrics.io/compare/best-marketing-mix-modeling-tools-software: 7
- https://vexpower.com/mmm/marketing-mix-modeling-software: 7
- https://attributionapp.com/: 6
- https://aonetwork.com/tools/best-b2b-attribution-tools-2026: 5
- https://mammoth.io/blog/marketing-attribution-software: 5
- https://saas-hackers.com/blog/best-b2b-marketing-attribution-tools: 5

## In its own words

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

- Positioning: Marketing Attribution Software that Works (https://attributionapp.com/)
- For: companies allocating marketing budget (https://attributionapp.com/)
- Price stated: Plans start at $19/month. (https://attributionapp.com/)
- Starting price: 19 (https://attributionapp.com/)
- Free plan or trial: Start Free Trial (https://attributionapp.com/)
- Customers named: Craft, Superfiliate, Vendr, Seraphina Therapeutics, Happy Box, Explo, Revmatics, Bridge

## What it publishes

Every page attributionapp.com exposes, read 2026-09-29: 362 addresses. By kind, pages and the last 90 days:

- blog: 77 pages, 0 in the last 90 days, latest 2026-04-16
- case study: 14 pages, 0 in the last 90 days, latest 2026-06-30
- report or ebook: 21 pages, 0 in the last 90 days, latest 2025-06-30
- comparison: 12 pages, 0 in the last 90 days, latest 2025-07-11
- template or tool: 1 pages, 0 in the last 90 days, latest 2014-11-12
- podcast or video: 17 pages, 0 in the last 90 days, latest undated
- Recent: 2026-06-30 case study: Case study revmatics https://www.attributionapp.com/blog/case-study-revmatics
- Recent: 2026-06-30 case study: Revmatics https://www.attributionapp.com/case-studies/revmatics
- Recent: 2026-04-16 blog: How we built shopify video with ai https://www.attributionapp.com/blog/how-we-built-shopify-video-with-ai
- Recent: 2026-03-25 case study: Case study bridge https://www.attributionapp.com/blog/case-study-bridge
- Recent: 2026-03-25 case study: Case study happy box https://www.attributionapp.com/blog/case-study-happy-box
- Recent: 2026-03-25 case study: Case study mycomputercareer https://www.attributionapp.com/blog/case-study-mycomputercareer

## 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.