What is verified Agent use?

Verified usage requires content or evidence to enter research with verifiable use, citation or partner confirmation. Count each workflow_id × research_run_id once.

Views, crawls, downloads, language variants, retries and stage receipts do not create new usage. Demonstrations, internal testing and anonymous reach remain separate from customers, revenue and fundraising outcomes.