Attribution and marketing mix modeling · RankedSellforte
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.
Why models recommend it
“Built specifically to bring campaign-level MMM insights to SMBs at a fraction of enterprise costs.”Gemini 3.5 Flash · Budget-constrained question · alternative
“Cassandra & Sellforte... Best For: Retail, multi-channel e-commerce”Gemini 3.5 Flash · Comparative question · alternative
“Best retail-focused MMM: Sellforte”Perplexity Sonar · Comparative question · alternative
“Recast or Sellforte for modern MMM”Grok 4.20 · Negative question · alternative
What gives them pause
No model argued against it.
Also on the shortlist
The products named in the same answers as Sellforte, over the 33 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 25 | 2 | View → | |
| 24 | 1 | View → | |
| 24 | 0 | View → | |
| 23 | 3 | View → | |
| 23 | 2 | View → | |
| 21 | 5 | View → | |
| 21 | 2 | View → | |
| 20 | 1 | View → | |
| 20 | 0 | View → | |
| 17 | 1 | View → |
What the models named instead of Sellforte →
A side-by-side page exists where both products are among a category's top eight.
At a glance
Stated on Sellforte's own site, not checked by Gane.
- For
- retail and ecommerce brands
- Price stated
- Incrementality Testing $1,900/mo; Incremental Attribution $2,500/mo; Full-Funnel MMM $4,500/mo + customizations; Enterprise $8,500/mo + customizations
- Starting price
- 1900
- Free plan or trial
- Get a Demo
- Integrations
- 500
- Hosting
- EU, Dublin, Frankfurt
- Customers named
- C&A, Lidl, Intersport, Tchibo, bonprix, Represent, Odlo, BrandAlley
How this is measured
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 →Sources returned with these answers
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 33 of the 33 answers that named Sellforte and are not a share of its labels.
Domains cited
118 of the 144 domain citations in answers naming Sellforte came from a third party's page.
Pages cited
Pages are listed as the models cited them.
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 | 2 | 0 | 0 | 2 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.20 | 0 | 1 | 0 | 0 | 1 |
| Mistral Small | 0 | 0 | 2 | 0 | 2 |
| DeepSeek V4 Flash | 0 | 0 | 1 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 2 | 0 | 2 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 1 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 1 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 1 | 0 | 1 |
What it publishes
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 223 | 49 | 2026-09-25 | Ecommerce marketing, CRM | |
| Glossary or explainer | 19 | 0 | 2026-06-13 | ||
| Comparison | 14 | 2 | 2026-08-17 | ||
| Conference or event | 5 | undated | |||
| Case study | 4 | undated | |||
| Report or ebook | 3 | 0 | 2026-01-31 | ||
| Template or tool | 1 | undated | |||
| News or press | 1 | undated |
Most recent
- 2026-09-25Mmm stock availability assortment quality blog
- 2026-09-24How to choose an mcp server for mmm and incrementality testing blog
- 2026-09-24Crm roi fixed costs blog
- 2026-09-24Top mcp mmm incrementality testing blog
- 2026-09-24Marketing mix modeling rfp retail blog
- 2026-09-23Web only tests app sales mmm blog
How it is countedHide how it is counted
Every page sellforte.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. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.