Where it fits
Claygent is Clay's agent layer for account research, qualification, and other go-to-market tasks. The official product page distinguishes general-purpose work in tables or workflows from account agents that use broader account context. Agents accept instructions and return structured information that can become an input to another sales or operations step.
A useful starting problem is a question a salesperson otherwise answers by opening several public pages. Examples include whether a company offers a particular integration or which product line matches an account requirement. Treat each answer as a claim that needs evidence. A populated cell can look authoritative even when the underlying information is incomplete or ambiguous.
Evaluate the research before activating outreach
- Choose a small, permitted list of organizations and one question with a clear answer format. Include examples where the answer should be unknown.
- Define what evidence counts. Prefer a current company page or official document, and require enough provenance for a reviewer to reopen the relevant source.
- Review correct answers, unsupported answers, and missed answers separately. Keep a sample of failures alongside successful rows instead of reducing the evaluation to the number of completed cells.
- Check the proposed downstream action. A research result should have a review boundary before it changes a CRM field or becomes a claim in a message.
Only after the research quality is acceptable should you assess integration permissions, duplicate records, update rules, and the destination's ownership model. A small correction must be possible without regenerating a complete list. The proposed evaluation does not authorize sending messages, contacting prospects, or collecting additional personal data.
Cost and operating boundaries
The current pricing page distinguishes Data Credits from Actions and explains that model choices can affect AI usage charges. Compare a representative research task with the plan's actual allowance and any connected-provider costs. Counting rows alone will not capture differences between a simple lookup and a multi-source research request.
This listing covers a commercial cloud workspace, not a self-hosted research engine. Chinese UI and a specific Chinese research-quality guarantee were not verified in the reviewed official pages. Mainland China access was not tested. URDREAM read the documentation and proposes an evaluation method here; it did not enrich a customer list, connect a CRM, or measure a sales outcome.