Quick answer
AI can help you find leads, organise notes and compare sources. It can’t relieve you of checking whether the evidence supports the claim. Follow the important points back to the original material, and leave gaps visible when the answer isn’t there.
Start with the question and the evidence
“Find the best platform” is a weak brief. Best for whom, doing what, in which market and at what cost? Give the research those boundaries and the answers become much easier to check.
Use an assistant to find leads, organize notes and identify gaps. Follow important claims back to the original report, documentation or dataset. Several articles repeating the same press release are not several independent confirmations.
| Field | What to retain | Why it matters |
|---|---|---|
| Claim | The exact point being supported | Prevents a source being stretched |
| Source | Original publisher and URL | Makes checking possible |
| Date | Publication and relevant event date | Separates current facts from history |
| Scope | Sample, geography and definitions | Shows where the finding applies |
| Decision | How the evidence affects the brief | Keeps research focused |
Read beyond the quoted sentence
For a survey statistic, check who was surveyed, how the sample was recruited and what question was asked. For a vendor feature, establish the plan, region or configuration to which it applies. A page title or search snippet is not enough to resolve those details.
Open every citation that carries a material claim. Check that the source exists, that the passage supports the wording and that later information has not changed the conclusion. Keep direct quotations short and exact.
Compare like with like
Suppose a brief compares three marketing platforms. Give each the same requirements: data inputs, workflow, permissions, reporting, pricing basis and export options. Mark missing evidence as unknown. Do not award a capability simply because a vendor uses a broad phrase such as enterprise-ready.
Separate documented capabilities from your assessment of fit. A supplier can establish that a feature exists; whether it solves the team’s problem may still require a demonstration or pilot. Our guide to SaaS buying for marketers covers that next step.
Write the conclusion from the evidence
Organize the finished brief around the decision, not around the order in which sources were found. State the strongest finding first, explain meaningful disagreements and identify the missing evidence that could change the recommendation.
Keep research notes available to the editor. The published article needs enough attribution for readers to check consequential claims, without turning every paragraph into a description of the research process.
Research becomes more useful when it supports verifiable answers and source-led editorial work across formats. See our guides to GEO for marketing teams and AI content repurposing.
