Side by side
Dreamdata vs Factors.ai
Both stand on revenue operations software. Which one you can start free with, which one lets you read the code, and what each costs once you pay.
Free plan APIExtensionWeb
Dreamdata brings account-based journey mapping, attribution, and activation tools together, with integrations and export options for downstream analysis. The free plan has a defined user-history limit, while the other listed plan uses custom pricing.
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Free plan APIWeb
Factors.ai focuses on account-level marketing signals, engagement, and attribution, with CRM and advertising integrations. Review Lite’s user and seat limits and the stated retention periods against your team’s needs.
Visit Factors.aiThe facts
| Dreamdata | Factors.ai | |
|---|---|---|
| Free plan | Yes | Yes |
| Open source | No | Not published |
| Runs on | API, Extension, Web | API, Web |
| Lowest paid plan | Free or on request | Lite: $199 a month |
| Plans published | 2 | 4 |
| Maker | Not published | Factors.ai |
| Website | dreamdata.io | factors.ai |
| On revenue operations software | #1 of 26 | #2 of 26 |
Dreamdata: what it does well
- Account-level site engagement tracking
- Custom reports with figures traceable to their source
- Integrations include HubSpot, Salesforce, Dynamics, and Pipedrive
- Free plan includes five seats
- Client-side and server-side tracking APIs
What to know first
- Free plan includes two months of user history
- Attribution & Activation pricing is custom
Factors.ai: what it does well
- Combines first-touch, last-touch, and influenced attribution.
- Segments accounts with firmographic and behavioral filters.
- Lists integrations with major CRM and advertising platforms.
- Scout agents are accessible through Factors MCP.
- States SOC 2 Type II certification and privacy compliance.
What to know first
- Lite allows three seats.
- Lite is limited to 5,000 monthly tracked users.
- Free plan data is retained for one month.
- No people search, phone numbers, or email finder.
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