# Sellforte: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 13 judge labels across 1 category by 10 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/sellforte

## 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% | 23 | 0% | 13 |

## What the models said for it

- "Built specifically to bring campaign-level MMM insights to SMBs at a fraction of enterprise costs." (Gemini 3.5 Flash, Attribution & MMM)
- "Cassandra & Sellforte... Best For: Retail, multi-channel e-commerce" (Gemini 3.5 Flash, Attribution & MMM)
- "Best retail-focused MMM: Sellforte" (Perplexity Sonar, Attribution & MMM)
- "Recast or Sellforte for modern MMM" (Grok 4.20, 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 | 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 |

## Sources returned with these answers

The sites and pages cited by the answers that named Sellforte, from 33 of the 33 answers that named it (only the models that return a source list).

### Domains cited

- sellforte.com: 26 (its own site)
- usermaven.com: 18
- admetrics.io: 17
- aboutmartech.com: 13
- cometly.com: 13
- measured.com: 13
- vexpower.com: 13
- segmentstream.com: 11
- mammoth.io: 10
- research.oz.spotlightar.com: 10

### Pages cited

- https://admetrics.io/compare/best-marketing-mix-modeling-tools-software: 17
- https://vexpower.com/mmm/marketing-mix-modeling-software: 13
- https://mammoth.io/blog/marketing-attribution-software: 10
- https://research.oz.spotlightar.com/reports/magic-quadrant-marketing-mix-modeling-solutions-2024/leaders: 9
- https://segmentstream.com/blog/articles/best-mmm-software-tools: 9
- https://vezadigital.com/post/marketing-attribution-tools: 9
- https://sellforte.com/blog/best-mmm-solutions-retail-brands: 8
- https://sellforte.com/blog/top-enterprise-mmm-ecommerce-software: 8

## In its own words

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

- Positioning: The Measurement & Optimization OS for Retail and Ecommerce (https://sellforte.com/)
- For: retail and ecommerce brands (https://sellforte.com/)
- Price stated: Incrementality Testing $1,900/mo; Incremental Attribution $2,500/mo; Full-Funnel MMM $4,500/mo + customizations; Enterprise $8,500/mo + customizations (https://sellforte.com/pricing)
- Starting price: 1900 (https://sellforte.com/pricing)
- Free plan or trial: Get a Demo (https://sellforte.com/)
- Integrations claimed: 500 (https://sellforte.com/)
- Hosting: EU, Dublin, Frankfurt
- Customers named: C&A, Lidl, Intersport, Tchibo, bonprix, Represent, Odlo, BrandAlley

## What it publishes

Every page sellforte.com exposes, read 2026-09-29: 585 addresses. By kind, pages and the last 90 days:

- blog: 223 pages, 49 in the last 90 days, latest 2026-09-25
- case study: 4 pages, 0 in the last 90 days, latest undated
- conference or event: 5 pages, 0 in the last 90 days, latest undated
- report or ebook: 3 pages, 0 in the last 90 days, latest 2026-01-31
- comparison: 14 pages, 2 in the last 90 days, latest 2026-08-17
- template or tool: 1 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 19 pages, 0 in the last 90 days, latest 2026-06-13
- news or press: 1 pages, 0 in the last 90 days, latest undated
- Recent: 2026-09-25 blog: Mmm stock availability assortment quality https://sellforte.com/blog/asked-by-marketers/mmm-stock-availability-assortment-quality
- Recent: 2026-09-24 blog: How to choose an mcp server for mmm and incrementality testing https://sellforte.com/blog/how-to-choose-an-mcp-server-for-mmm-and-incrementality-testing
- Recent: 2026-09-24 blog: Crm roi fixed costs https://sellforte.com/blog/asked-by-marketers/crm-roi-fixed-costs
- Recent: 2026-09-24 blog: Top mcp mmm incrementality testing https://sellforte.com/blog/top-mcp-mmm-incrementality-testing
- Recent: 2026-09-24 blog: Marketing mix modeling rfp retail https://sellforte.com/blog/marketing-mix-modeling-rfp-retail
- Recent: 2026-09-23 blog: Web only tests app sales mmm https://sellforte.com/blog/asked-by-marketers/web-only-tests-app-sales-mmm

## 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.