Treat AI-generated comparisons as drafts. Verify important product claims against primary sources before publishing or buying.
Separate claims before comparing tools
A comparison table can look authoritative even when some rows are guesses. The safer workflow is to tag every claim by evidence quality before making a recommendation.
Supplied evidence
Facts that come directly from a pasted source, product page, changelog, documentation page, or pricing page.
Assumptions
Reasonable inferences that may be useful but should not be presented as confirmed facts.
Unsupported claims
Statements that sound specific but do not have a visible source or enough context to verify.
Primary-source checks
The official docs, pricing, terms, benchmarks, or release notes you should inspect before deciding.
A source-first comparison workflow
1. Collect current sources
Use product docs, pricing pages, release notes, and official announcements instead of summaries alone.
2. Label every claim
Mark each statement as sourced, inferred, missing evidence, or needs primary-source verification.
3. Compare by use case
A tool can be best for coding, research, marketing, or support, but rarely best for every workflow.
4. Keep uncertainty visible
A good recommendation says what is known, what is assumed, and what could change.
Paste sources and compare evidence
Use the comparison tool to separate supplied evidence, assumptions, missing citations, and recommended checks before making a product decision.
Compare AI tool sources常见问题
Why do AI comparisons often include fake citations?
Models can produce plausible-looking source labels when the prompt does not include real source text or when the task asks for details beyond the evidence.
What counts as a primary source?
Official documentation, pricing pages, terms, release notes, product pages, and vendor announcements are usually stronger than third-party summaries.
Can this workflow compare any AI tools?
Yes, but the quality depends on the sources you provide and whether you verify important claims before publishing or buying.