# Cassandra: how AI models rank it, October 2026

GTM AI Recommendation Index, October 2026 Edition. Named in 6 judge labels across 1 categories by 5 of 14 models. Page: https://gtm-ai-index.com/vendors/cassandra/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Attribution and marketing mix modeling | 2% | 15 | 17% | 6 |

## What the models said for it

- "Cassandra (no-code Robyn wrapper from ~$1K/mo) is likely the most accessible entry point" (Kimi K2, Attribution & MMM)
- "AI-native SaaS MMM, automated data ingestion & model calibration... no coding needed" (GLM 4.7 FlashX, Attribution & MMM)
- "It is not "cheap" in absolute terms, but it is highly cost-effective compared to traditional enterprise agencies." (Gemini 3.5 Flash, Attribution & MMM)

## And against it

- "❌ $1,000+/month starting price | Designed for significant ad spend ($50K+/month)" (GLM 4.7 FlashX, Attribution & MMM)

## Movement since September 2026

Floor: 11 points of share, measured on the calibration repeat. A larger change is movement; a smaller one is noise.

- Attribution and marketing mix modeling: 0% to 2%, +2. Inside the floor by 9 points · rank 33 → 15 of 123.

## In its own words

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

- Positioning: Marketing Decision Intelligence Platform (https://cassandra.app/)
- For: CMO, VP Marketing, Head of Growth, Performance Marketing Director, Marketing Analytics Manager (https://cassandra.app/)
- Price stated: €0 (https://cassandra.app/)
- Starting price: 0 (https://cassandra.app/)
- Free plan or trial: 14-day free trial — no credit card required (https://cassandra.app/)
- Certifications: SOC 2 Type 2
- Customers named: Gina Tricot, Cura of Sweden, Boscolo Viaggi, Velasca, charity: water, Treedom, Spedire.com, AskRally

## What it publishes

Every page cassandra.app exposes, read 2026-10-05: 305 addresses. By kind, pages and the last 90 days:

- blog: 40 pages, 28 in the last 90 days, latest 2026-10-05
- case study: 18 pages, 6 in the last 90 days, latest 2026-10-04
- report or ebook: 2 pages, 0 in the last 90 days, latest undated
- comparison: 32 pages, 31 in the last 90 days, latest 2026-10-04
- glossary or explainer: 77 pages, 4 in the last 90 days, latest 2026-10-04
- Recent: 2026-10-05 blog: Ai marketer https://blog.cassandra.app/blog/ai-marketer
- Recent: 2026-10-04 glossary or explainer: Academy https://cassandra.app/academy
- Recent: 2026-10-04 comparison: Compare https://cassandra.app/compare
- Recent: 2026-10-04 case study: Gina tricot v3 draft https://cassandra.app/case-studies/gina-tricot-v3-draft
- Recent: 2026-10-04 case study: Treedom v3 draft https://cassandra.app/case-studies/treedom-v3-draft
- Recent: 2026-10-04 case study: Charity water v3 draft https://cassandra.app/case-studies/charity-water-v3-draft

## Record

- Method: https://gtm-ai-index.com/methodology/
- Raw judge labels and full responses: https://gtm-ai-index.com/data/
- License: CC BY 4.0. Cite as GTM AI Recommendation Index, October 2026 Edition, gtm-ai-index.com.