# WorkMagic: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 3 judge labels across 1 category by 3 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/workmagic

## 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% | 56 | 0% | 3 |

## 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 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 1 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| 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 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named WorkMagic, from 6 of the 6 answers that named it (only the models that return a source list).

### Domains cited

- sellforte.com: 4
- admetrics.io: 3
- measured.com: 3
- usermaven.com: 3
- vexpower.com: 3
- vezadigital.com: 3
- aboutmartech.com: 2
- aidigital.com: 2
- business.adobe.com: 2
- github.com: 2

### Pages cited

- https://admetrics.io/compare/best-marketing-mix-modeling-tools-software: 3
- https://vexpower.com/mmm/marketing-mix-modeling-software: 3
- https://vezadigital.com/post/marketing-attribution-tools: 3
- https://sellforte.com/blog/marketing-mix-modeling-tools-for-accelerating-growth: 2
- https://softwareadvice.com/marketing-attribution: 2
- https://aboutmartech.com/blog/how-to-choose-attribution-software: 1
- https://aboutmartech.com/blog/marketing-attribution-companies: 1
- https://aidigital.com/blog/marketing-measurement-tools: 1

## In its own words

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

- Positioning: marketing science and experiment platform (https://workmagic.io/)
- For: advertisers (https://workmagic.io/)
- Free plan or trial: Start Free (https://www.workmagic.io/pricing)
- Customers named: Comfrt, Indacloud, David Protein, Liquid I.V., Graza, Branch, True Classic, Neurogum

## What it publishes

Every page workmagic.io exposes, read 2026-09-29: 460 addresses. By kind, pages and the last 90 days:

- blog: 53 pages, 15 in the last 90 days, latest 2026-08-27
- case study: 27 pages, 1 in the last 90 days, latest 2026-09-28
- webinar or virtual event: 20 pages, 20 in the last 90 days, latest 2026-10-07
- conference or event: 1 pages, 1 in the last 90 days, latest 2026-09-28
- report or ebook: 18 pages, 18 in the last 90 days, latest 2026-09-28
- comparison: 19 pages, 9 in the last 90 days, latest 2026-09-28
- glossary or explainer: 37 pages, 8 in the last 90 days, latest 2026-09-28
- Recent: 2026-10-07 webinar or virtual event: Workmagic x meta webinar https://www.workmagic.io/events/workmagic-x-meta-webinar
- Recent: 2026-09-28 case study: Case study https://www.workmagic.io/case-study
- Recent: 2026-09-28 conference or event: Omnichannel growth summit 2026 https://www.workmagic.io/events/omnichannel-growth-summit-2026
- Recent: 2026-09-28 glossary or explainer: Academy https://www.workmagic.io/academy
- Recent: 2026-09-28 webinar or virtual event: Webinar https://www.workmagic.io/webinar
- Recent: 2026-09-28 glossary or explainer: All lessons https://www.workmagic.io/academy-course/all-lessons

## 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.