Make AI agents your next customers.
We test whether AI agents can sign up, use and pay for software, and publish what we find.
Where agents stop
The first checkpoint our agent could not pass on its own, for each product we drove.
115 of 201 stopped first at sign-up
Payment comes next: 65 products stopped our agent there first. 9 let it through every checkpoint.
Every number, with its evidence- Docs0 of 201
- Sign-up115 of 201
- Verification2 of 201
- API key6 of 201
- First call0 of 201
- First action1 of 201
- Payment65 of 201
- Cancelling0 of 201
- Deleting the account3 of 201
- Passed every checkpoint9 of 201
Latest from the lab
All researchState of agent access, October 2026
Each month: where our agent got in on its own, where it stopped and what changed.
Does signing your agent open the door?
6 of 16 sign-up pages that stopped an unsigned agent opened for the same agent signed.
Read the study Findings
- Which tool an AI agent picks for a job54 of 66 runs picked their category's most-picked tool.Find54 of 66
- Stripe Projects lists the way in, the sign-up still needs a person12 of 31 products Stripe Projects can set up still needed a person to get in through their own sign-up.Find12 of 31
- Sign-up is the wall124 of 201 products we drove don't let an AI agent in on its own.Get in124 of 201
- Sign-up mail reaches an agent within a minute61 of 63 products sent their sign-up mail to our agent within a minute.Get in61 of 63
How we test
The methodWeb Bot Auth on 201 of 201 drives. Cloudflare has listed our agent as a signed agent since 24 October 2026.
Docs, sign-up, verification, API key, first call, first action, payment, cancelling, deleting the account.
201 of 201 drives were checked a second time before we published them.
Each level comes from the drive's record. We never set one by hand.
About the labOwn one of these products? Start with a free check of your sign-up and docs.
Check yours free