| name | Review-to-FAQ Builder |
| description | Mines customer reviews and Q&A into a pre-purchase PDP FAQ and objection-handling block that answers shopper hesitation before it forms. Use when you have a review or Q&A export and want to write or rebuild a product page FAQ, reduce returns from preventable surprises, or shoppers keep asking the same pre-purchase questions. Do NOT use when analyzing support tickets or CSAT/NPS verbatims to find quality root causes — use CSAT Root Cause Analysis instead. |
Review-to-FAQ Builder
Turn the doubts buried in customer reviews into a PDP FAQ that preempts purchase hesitation and cuts preventable returns.
Workflow
- Gather inputs. Ask for the review and Q&A export and the current return and shipping policy. If the review set is small or unrepresentative, say so and recommend collecting more before publishing claims.
- Cluster the recurring doubts. Group raw reviews into themes (sizing/fit, durability over time, setup difficulty, compatibility, value vs price, smell/taste/material, shipping speed, return ease) and count frequency. The top 5-8 clusters by volume become the FAQ; a doubt that appears once is noise.
- Convert negative reviews into honest answers. Read the one- and two-star reviews for the named deal-breaker objection and answer it directly. If reviewers say "runs small," write "Does it run small? Yes — many customers size up; see our fit guide."
- Write questions in the customer's words. Phrase each question the way a shopper types it, using actual review vocabulary ("Will this fit a queen mattress?" not "Dimensional compatibility"). This also matches voice search and "People also ask" queries.
- Write tight answers. Keep each to 2-4 sentences: lead with the direct yes/no/number, then the supporting detail.
- Quote real buyers as proof. Where a review answers a question better than you can, lightly quote it (attributed as a verified buyer, lightly edited for clarity). Use only real quotes.
- Order by conversion impact. Lead with the objection that most often blocks the sale — fit, function, "will it work for me" — and put logistics (shipping, returns) lower. End with one reassurance line tied to the actual policy.
Quality bar
- Every question maps to a doubt that appears in the review set, ranked by frequency.
- Each answer is consistent with what reviews actually report and with the stated return/shipping policy.
- Questions use shopper vocabulary; answers lead with the direct yes/no/number.
- Hesitation-blocking objections appear before compliments and logistics.
Do NOT
- Do not write an answer that contradicts what the reviews actually report.
- Do not invent testimonials, quotes, or buyer attributions.
- Do not hide deal-breaker objections — preempt them honestly instead.
- Do not paper over a real product defect with clever copy; flag it for the product team.
- Do not publish FAQ claims from a tiny or skewed review set without flagging the limitation.
