Practical framework / 5 MIN READ
Interview an expert for an explainable article
Ask for mechanisms, examples and boundaries instead of collecting impressive quotations that the writer cannot explain.
AI-assisted research and analysis for the SNS Creative Fieldbook
Sources checked 2026-11-06
An expert interview should make the subject clearer while preserving what the contributor actually knows and said. It is not a shortcut around independent verification.
What you will leave with: Leave with an interview map and a checked record that separates explanation, evidence and publishable quotation.
Use this when
- A technical article needs subject expertise.
- Drafts repeat jargon without explaining the mechanism.
- An interview produced strong claims but no supporting examples.
This is not customer research, a recruitment process or permission to publish confidential information or unapproved personal details.
Define the reader question
Write the question the article must answer and the reader's likely starting knowledge. Identify the specific expertise needed, rather than choosing a contributor only for seniority or visibility. Prepare a short map of what is known, what is uncertain and which claims need evidence. Share the intended topic, format and use of the conversation with the contributor. Agree recording and quotation arrangements before the interview. Do not promise editorial approval rights, anonymity or publication commitments that the publisher has not authorized or cannot honor.
Ask for a mechanism and an example
Move from general claims to concrete explanations. Ask what happens, why it happens, what the person observed and when the explanation does not apply. Request a realistic example and the evidence that supports it. If a term is unfamiliar, ask for a plain explanation rather than pretending to understand. Distinguish personal experience from a general industry claim. A practitioner can offer a useful perspective without establishing what happens everywhere. Keep a list of follow-up sources and unresolved details rather than forcing every uncertainty into a confident answer during the conversation.
Preserve what was actually said
Keep an accurate recording or notes under the agreed arrangements and identify candidate quotations with their context. AP's standards emphasize preserving quotation meaning and context. The article may paraphrase an explanation, but it must not manufacture a polished quotation that the contributor never said. If the meaning is unclear, ask a specific follow-up or leave it out. A fact-check request should identify the disputed detail and scope, not silently invite the contributor to rewrite independent conclusions or add promotional claims without verification.
Build the article beyond the interview
Verify consequential claims against appropriate primary evidence and attribute perspective where it remains perspective. Organize the article around the reader's question rather than the order of the conversation. Preserve qualifications that materially affect the explanation. Check the contributor's name, role and relevant experience before publication, and describe the actual contribution accurately. Do not label the whole article expert-reviewed merely because someone was interviewed. Keep the source record and any agreed restrictions with the draft so later edits cannot accidentally detach a quote from its context or permitted use.
Make the reasoning concrete.
A hypothetical materials company interviews an engineer about why a coating fails under certain conditions.
Mechanism question
Opening: The writer asks what conditions change adhesion and requests a concrete observed example.
Hypothesis: The explanation becomes more useful than a general quality claim.
Risk: One observed failure does not establish a universal failure rate.
Verification step
Opening: The writer checks product specifications and preserves the engineer quotation context.
Hypothesis: The article distinguishes verified limits from professional interpretation.
Risk: A rewritten quote must not imply the engineer endorsed an unrelated sales claim.
The final article answers the reader question with bounded evidence and accurately credited expertise.
Take the questions into your next brief.
Use these prompts in your own notes. Nothing is submitted from this page.
Question
What must the reader understand after the article?
Expertise
Why is this contributor relevant to that question?
Mechanism
What happens, why and under which conditions?
Evidence
Which claims need independent checking?
Quotation
What exact meaning and use were agreed and preserved?
Watch for the wrong conclusion.
- Choosing prestige without relevant expertise.
- Treating an interview as proof of every general claim.
- Inventing polished quotes from rough notes.
- Calling the whole article expert-reviewed after a limited conversation.
Your next action
Prepare five mechanism-and-boundary questions for one expert interview, plus a separate list of claims requiring verification.
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.
- Associated Press: Telling the story, quotations →Primary publisher guidance · Supports: Supports preserving quotation meaning and context. Interview planning below is original editorial practice, not AP procedure.