The field guide
A better way to evaluate AI research tools
Check the sources behind the answer before you judge how convincing it sounds.
Choose a question with a checkable answer
Use a question where you can inspect primary material yourself. Include dates and scope. A clear evaluation question makes it easier to spot missing context and unsupported conclusions.
Open the citations
Check that each source exists, that it supports the nearby statement, and that its date is appropriate. A long reference list can still hide a weak claim. Prefer the original study, documentation, or announcement where possible.
Track the work you still have to do
Record missing evidence, incorrect claims, and the time you spend checking. Polished prose is not the end product. Your goal is a reliable answer that you can defend and update.
Match the tool to the workflow
A search-oriented interface and a document workspace solve overlapping but different problems. Compare the linked profiles, then evaluate them with your own material. None of the tools removes your responsibility to verify the result.
Sources & methodology
This article uses vendor documentation and our editorial analysis. We have not performed a controlled hands-on test. Product facts were checked on Sep 16, 2026; each profile records its own verification date.
