# CRM and sales data for AI training

URL: https://aidataforsale.com/data/crm-and-sales-data
Publisher: AI Data For Sale (Marketing Signals Ltd)
Updated: 2026-11-10

License de-identified CRM activity, deal histories and sales conversations to train sales agents and forecasting models.

## Summary

- CRM data shows how deals progress: activities, emails, calls, stage changes and outcomes.
- Sales agent and forecasting builders value the sequence of activity linked to won and lost outcomes.
- Contact lists themselves are not what buyers want, and selling personal contact data raises separate legal issues.
- De-identified activity histories are the safest and most useful form.

## Specification

| Field | Detail |
| --- | --- |
| What it is | Opportunity histories, activity logs, notes, emails and call summaries from Salesforce, HubSpot and similar CRMs. |
| Measured in | Opportunities or accounts, activities and years of history. |
| Who buys | Sales AI and revenue intelligence vendors, agent builders. |
| Where it comes from | B2B companies, agencies and closed startups. |
| Rights to clear | Privacy notices, CCPA rules on selling personal information, CRM vendor terms. |
| Privacy | Contact names, emails and phone numbers removed; company names often generalized. |
| Pricing signal | Priced on volume, industry and outcome completeness. |

## What buyers want and don't want

Buyers want the pattern of how a deal moves: who engaged, what was sent, which objections came up, and whether it closed. They do not want contact lists. Transferring personal information for value can count as a sale under California's CCPA, with notice and opt-out duties ([California Attorney General](https://oag.ca.gov/privacy/ccpa)), so contact data is normally removed.

## Preparing CRM data

Export opportunities with their activity timeline and outcome, replace people and company names with placeholders, and keep industry, deal size band and stage dates.

## Questions

### Can we sell our customer list to an AI company?

That is a different kind of sale with significant privacy obligations, and it is not what AI training buyers usually want. De-identified activity data is the standard.

## Next steps

- [Request this data](https://aidataforsale.com/request-data)
- [License data like this](https://aidataforsale.com/list-your-data)

## Sources

- [California Attorney General: California Consumer Privacy Act (CCPA)](https://oag.ca.gov/privacy/ccpa)