Practical framework / 5 MIN READ
Keep each important claim attached to its evidence
Make factual review faster by recording the source, scope and limitation beside the exact sentence it supports.
AI-assisted research and analysis for the SNS Creative Fieldbook
Sources checked 2026-11-06
A citation is useful only if it supports the claim being made. Evidence management should preserve the boundary between what a source establishes and what the writer infers.
What you will leave with: Leave with a claim ledger that can survive editing, review and future updates.
Use this when
- A guide contains statistics with unclear origins.
- Reviewers keep asking where a statement came from.
- A source is repeatedly paraphrased into a stronger claim.
This is not a substitute for expert review of medical, legal or financial advice, and it does not make a weak source authoritative.
Extract the claims worth checking
Read the draft and mark numbers, comparisons, causal statements, product capabilities and assertions likely to affect a decision. Not every ordinary sentence needs a ledger entry. Focus on claims whose inaccuracy would change what the reader believes or does.
Copy the exact draft sentence into the ledger. Add the original source, publication date, relevant passage and the conditions under which the statement applies. Prefer direct evidence over a chain of articles quoting one another. If the evidence cannot be accessed, mark the claim unverified rather than citing a search snippet as though the underlying work was inspected.
Record what the source does not establish
Google's helpful-content guidance includes clear sourcing and factual accuracy among its self-assessment questions. Those principles support transparent evidence, but the ledger proposed here is an editorial method, not a search requirement or a scoring system.
For each claim, write a scope note: audience, geography, period, product version, measurement method or uncertainty. A survey of existing customers does not automatically describe the entire market. A vendor's reported result is not an independent audit. Keep those limitations beside the claim so they remain visible during rewriting.
Separate evidence from interpretation
Label the sentence as a sourced fact, a reported claim, an inference or a recommendation. Those categories need different wording. Reported results should retain attribution. An inference should make the reasoning and uncertainty visible. A recommendation can be useful without pretending a source has tested the exact proposed workflow.
When shortening copy, check that qualifiers survive. Removing among surveyed users or in this test can turn a narrow statement into a universal one. Review headlines, captions and pull quotes as well as paragraphs because they often travel independently. Do not preserve an eye-catching number if its necessary context cannot fit the intended format.
Make review and updates traceable
Ask reviewers to approve or challenge specific claims rather than giving a vague overall endorsement. Record unresolved questions and the decision to retain, narrow or remove the statement. Do not claim a named expert reviewed the work unless that review actually occurred and its scope is accurate.
Store links and brief notes so another editor can recheck the evidence later without reconstructing the research. Revisit time-sensitive claims when sources or products change. A ledger is not a warehouse for copied source material; keep only the excerpts and context needed for responsible verification and respect usage rights.
Make the reasoning concrete.
A hypothetical workplace software article says a tool saves teams hours every week based on a vendor customer survey.
Narrow the claim
Opening: Attribute the result to the vendor survey and describe its relevant sample and conditions.
Hypothesis: The reader can judge what the report actually supports.
Risk: The survey may not establish a causal saving for other teams.
Remove an unsupported extrapolation
Opening: Do not convert the reported result into a guaranteed saving for every buyer.
Hypothesis: The article avoids promising more than the evidence establishes.
Risk: A persuasive headline may need rewriting when the qualification is restored.
The editor keeps the report as bounded evidence or removes the number if its limitations cannot be verified. No new result is invented.
Take the questions into your next brief.
Use these prompts in your own notes. Nothing is submitted from this page.
Sentence
What exact statement needs support?
Source
Which inspected primary evidence supports it?
Scope
Who, when, where and under what conditions?
Status
Is it a fact, reported claim, inference or recommendation?
Review
What must be narrowed, removed or checked again?
Watch for the wrong conclusion.
- Citing a source that discusses the topic but not the claim.
- Turning an association into a causal promise.
- Dropping qualifications in headlines or captions.
- Implying an expert review that did not occur.
Your next action
Extract five consequential claims from a draft and attach an inspected source plus one explicit limitation to each.
Sources & scope
The framework, examples and suggested checks are original editorial synthesis. Hypothetical examples are not measured results. Source checking is not an independent audit or a guarantee of business outcomes. No named human reviewer is claimed.
- Google Search Central: Creating helpful, reliable, people-first content →Primary publisher guidance · Supports: Supports clear sourcing and factual accuracy as content self-assessment criteria. The claim ledger is an original editorial method, not a search requirement or ranking formula.