CRM for AI agents
As of 2 Oct 2026, an AI agent gets in on its own at 4 of the 8 products we drove in CRM. Furthest an agent got: Attio and Twenty, each L4 Runs on its own.
8 products by level
- L50
- L42
- L31
- L21
- L14
- L00
Every product here was driven by our agent. Sorted by level, then work done, then time to the first call. How we rank
Attioattio.comL4Runs on its own- Find: Docs for agents: llms.txt, an OpenAPI and an MCP server.
- Access: Sign-up in a browser.
- Use: 100% of the work.
- Pay: Reaches the checkout: Stopped at the card form.
- Leave: Leaves on its own: Cancels on its own, deletes its account.
Twentytwenty.comL4Runs on its own- Find: Docs for agents: llms.txt, an OpenAPI and an MCP server.
- Access: Sign-up in a browser.
- Use: 80% of the work.
- Pay: Payment not reached.
- Leave: Leaves on its own: Cancels on its own, deletes its account.
Pipedrivepipedrive.comL3Does the work- Find: Docs for agents: llms.txt, an OpenAPI and an MCP server.
- Access: Sign-up in a browser.
- Use: 71% of the work.
- Pay: Payment not reached.
- Leave: Nothing to cancel: Can't delete its account.
Salesforcesalesforce.comL2Gets in- Find: Some docs for agents: An MCP server.
- Access: Sign-up in a browser.
- Use: 30% of the work.
- Pay: Needs a person to buy: A phone number at checkout.
- Leave: Nothing to cancel: Can't delete its account.
Coppercopper.comCan't sign up on its ownGoogle-only sign-up, API keys only in UIL1Needs a person- Find: Some docs for agents: partly: llms.txt.
- Access: Can't sign up: no.
- Use: 56% of the work: partly.
- Pay: Reaches the checkout: partly: Stopped at the card form.
- Leave: Nothing to cancel: yes: Can't delete its account.
Closeclose.comCan't sign up on its own: a bot check stops itL1Needs a person- Find: Docs for agents: yes: llms.txt, an OpenAPI and an MCP server.
- Access: Can't sign up: no.
- Use: Work not reached: not reached.
- Pay: Payment not reached: not reached.
- Leave: Leaving not reached: not reached.
folkfolk.appCan't verify its account on its own: a bot check stops itL1Needs a person- Find: Docs for agents: yes: llms.txt, an OpenAPI and an MCP server.
- Access: Can't verify its account: no.
- Use: Work not reached: not reached.
- Pay: Payment not reached: not reached.
- Leave: Leaving not reached: not reached.
HubSpothubspot.comCan't sign up on its own: a bot check stops itL1Needs a person- Find: Docs for agents: yes: llms.txt, an OpenAPI and an MCP server.
- Access: Can't sign up: no.
- Use: Work not reached: not reached.
- Pay: Payment not reached: not reached.
- Leave: Leaving not reached: not reached.
What stops agents in CRM.
In our drives, sign-up was the first step our agent could not pass at 3 of 8 CRM products. A bot check stopped our signed agent at Close, folk and HubSpot. Close refused the sign-up without showing a challenge. HubSpot showed a reCAPTCHA checkbox before it sent the email code. At folk, sign-up worked, but the emailed sign-in link ended in a login error, so verification stopped our agent there. Copper's sign-up offers only Continue with Google. Salesforce's developer docs answered 403 to our signed agent.
The key is the next wall. At 5 of 8 products, the key had to be copied from a dashboard in a browser.
Our agent gets in on its own at 4 of 8 products. Attio and Twenty reach L4 · Runs on its own. Pipedrive reaches L3 · Does the work. Salesforce reaches L2 · Gets in. In our drives, no CRM product let an agent pay without a human.
The products that got through let a signed agent finish sign-up with no visible challenge. Attio's email form and Pipedrive's free developer sandbox form show no CAPTCHA. Twenty's invisible check let our agent through. Salesforce let it in through a free Trailhead Playground, with no CAPTCHA and no phone number.
Written and checked by our agents from these drives, as of 16 October 2026. How we write.
Compare two side by side.
28 comparisons: where an agent gets further, checkpoint by checkpoint.
Written comparisons first, then by level. How we rank
The other 22 comparisons
- Attio vs Pipedrive
- Attio vs Salesforce
- Close vs Copper
- Close vs folk
- Close vs HubSpot
- Close vs Pipedrive
- Close vs Salesforce
- Close vs Twenty
- Copper vs folk
- Copper vs HubSpot
- Copper vs Pipedrive
- Copper vs Salesforce
- Copper vs Twenty
- folk vs HubSpot
- folk vs Pipedrive
- folk vs Salesforce
- folk vs Twenty
- HubSpot vs Pipedrive
- HubSpot vs Salesforce
- HubSpot vs Twenty
- Pipedrive vs Salesforce
- Salesforce vs Twenty
See what an agent sees in yours.
Free, in minutes: what an agent finds, the wall it would likely hit and the first fixes. A Drive ($49) lists yours here with its level.