# Dreamdata: how AI models rank it, October 2026

Finance AI Recommendation Index, October 2026 Edition. Named in 2 judge labels across 1 categories by 2 of 14 models. Page: https://finance-ai-index.com/vendors/dreamdata/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| SaaS metrics and analytics | 0% | 20 | 0% | 2 |

## What the models said for it

- "Dreamdata and People.ai are better if you also need revenue attribution or intelligence features" (Mistral Small, SaaS metrics)
- "Best for GTM & Pipeline Attribution: Dreamdata or HockeyStack" (Gemini 3.5 Flash, SaaS metrics)

## Movement since September 2026

Floor: 10 points of share, measured on the calibration repeat. A larger change is movement; a smaller one is noise.

- SaaS metrics and analytics: 0% to 0%, ±0. Inside the floor by 10 points · rank 17 → 20 of 78.

## In its own words

What Dreamdata's own pages state, read 2026-09-28. Stated by the vendor, not checked by the index.

- Positioning: Agentic B2B Attribution Platform for Marketers; B2B revenue attribution platform (https://dreamdata.io/)
- For: B2B marketers (https://dreamdata.io/)
- Price stated: Free Tier; Custom / Business (https://dreamdata.io/)
- Starting price: 0 (https://dreamdata.io/)
- Free plan or trial: Free Tier; SIGN UP FREE (https://dreamdata.io/)
- Certifications: SSO & SAML login (SCIM available as an add-on)
- Customers named: Finastra, Cognism, Oyster, Clio, ECI, Eftsure, Gorgias, ComplyAdvantage

## What it publishes

Every page dreamdata.io exposes, read 2026-09-29: 1033 addresses. By kind, pages and the last 90 days:

- blog: 260 pages, 6 in the last 90 days, latest 2026-09-25
- case study: 34 pages, 0 in the last 90 days, latest 2025-10-13
- report or ebook: 6 pages, 0 in the last 90 days, latest 2026-04-28
- comparison: 24 pages, 0 in the last 90 days, latest 2026-04-28
- template or tool: 3 pages, 0 in the last 90 days, latest 2023-01-06
- glossary or explainer: 3 pages, 0 in the last 90 days, latest 2026-04-28
- podcast or video: 81 pages, 0 in the last 90 days, latest 2026-04-28
- news or press: 1 pages, 0 in the last 90 days, latest undated
- Recent: 2026-09-25 blog: Better ai gets more foundation matters https://dreamdata.io/blog/better-ai-gets-more-foundation-matters
- Recent: 2026-09-22 blog: Scott brinker ai will change what marketers do https://dreamdata.io/blog/scott-brinker-ai-will-change-what-marketers-do
- Recent: 2026-09-07 blog: How to build b2b influencer program brianna doe https://dreamdata.io/blog/how-to-build-b2b-influencer-program-brianna-doe
- Recent: 2026-08-31 blog: Data foundation dreamdata ai https://dreamdata.io/blog/data-foundation-dreamdata-ai
- Recent: 2026-08-31 blog: Introducing dreamdata ai https://dreamdata.io/blog/introducing-dreamdata-ai
- Recent: 2026-07-03 blog: Leslie venetz why your b2b outbound is killing your brand https://dreamdata.io/blog/leslie-venetz-why-your-b2b-outbound-is-killing-your-brand

## Record

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