L255 · AI at work · 3 min

Reading reviews for what to fix

Paste a pile of reviews into AI and ask it to sort the complaints into themes, and you get a short list of what to fix first.

01 · The idea

Reviews on Google Maps, Shopee or Grab are free advice, but reading two hundred of them is hard and the angry ones stick in your head. It is easy to fix the wrong thing.

Copy your recent reviews into a chatbot and ask it to group them: what people praise, what they complain about, and how often each issue comes up. Ask for a short quote as an example of each theme.

Then check the counts yourself. AI can miscount or lump two problems together. Pick two or three reviews from each theme and read them in full to make sure the summary is fair.

Turn the top complaint into one small change you can make this week, like a clearer sign for parking or a faster way to pack orders. Fixing one real problem is worth more than replying perfectly to every review.

02 · Do it now

03 · Quick check

AI says 40% of reviews complain about slow service. What should you do next?