Attribution App is a multi-touch attribution tool from Attribution, listed in the attribution and marketing mix modeling category · attributionapp.com ↗
Gane, the publisher, sells software in Attribution & MMM, where this product is measured. It is measured there by the same method as every other product. How the conflict is handled.
The standing depends on who is buying. Every model is asked the same questions for each company size.
Dreamdata is first at 26%.
Dreamdata is first at 32%. 0 of 14 models made it the first choice when asked directly.
Adobe Marketo Measure is first at 22%.
“Cometly and Attribution App are especially worth considering”Mistral Small · Budget-constrained question · first choice
“If you prioritize full data ownership, auditable user-level data, built-in MMM, incrementality testing, and flexible models.”Grok 4.20 · Paraphrase question · alternative
“upgrade to Attribution App ≈$79/mo when you need reliable server-side multi-touch attribution without engineering overhead”Muse Glimmer 30B · Budget-constrained question · alternative
“Rockerbox and Attribution App are the platforms most often recommended for mid-market B2B teams”Muse Glimmer 30B · Direct question · alternative
No model argued against it.
The products named in the same answers as Attribution App, over the 28 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 16 | 11 | View → | |
| 11 | 3 | View → | |
| 10 | 3 | View → | |
| 9 | 3 | View → | |
| 9 | 2 | View → | |
| 9 | 2 | View → | |
| 9 | 2 | View → | |
| 9 | 0 | View → | |
| 8 | 1 | View → | |
| 7 | 0 | View → |
What the models named instead of Attribution App →
A side-by-side page exists where both products are among a category's top eight.
Stated on Attribution App's own site, not checked by Gane.
Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.
Gane sells AI visibility software. No company can pay to change a result.
Read the method →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. These counts come from 28 of the 28 answers that named Attribution App and are not a share of its labels.
Eighty-four of the 106 domain citations in answers naming Attribution App came from a third party's page. Thirteen were to the publisher's own pages (the Gane Index), which the models cite like any other source; they are not counted as a third party.
Pages are listed as the models cited them.
| 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 |
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 77 | 0 | 2026-04-16 | CDP | |
| Report or ebook | 21 | 0 | 2025-06-30 | ||
| Podcast or video | 17 | undated | |||
| Case study | 14 | 0 | 2026-06-30 | ||
| Comparison | 12 | 0 | 2025-07-11 | ||
| Template or tool | 1 | 0 | 2014-11-12 |
Every page attributionapp.com exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. Read September 29, 2026.