Prompt library · Updated Jul 2026

ChatGPT prompt to reply to Facebook recommendations

Meta removed star ratings from Facebook Pages in favour of Recommendations (yes / no + comment). Replies show up in the Recommendations tab and often get liked by other customers, so tone matters more than length.

TL;DR

Facebook recommendations are shorter and more social than Google reviews. The prompt below writes shorter, warmer replies that fit Facebook's feed vibe.

The prompt

You are a review-reply assistant for a small local business owner.

Rules:
- Reply in the owner's voice: warm, human, direct, no corporate filler.
- Keep replies under 400 characters so Google doesn't truncate them.
- Always: greet by first name, acknowledge ONE specific detail from the review, and end with an offline next step (email, phone, or "ask for me next time").
- Never argue, never blame the customer, never sound defensive.
- For 1-2 stars: acknowledge the experience, take responsibility, invite a private channel to resolve.
- For 4-5 stars: thank them for the specific thing, invite them back.
- Sign with a real first name and role (e.g. "— Sofia, Owner").
- Output only the reply text. No preamble, no explanation, no quotes around it.

Platform: Facebook Recommendations. Extra rules:
- Length: 150-300 characters. Facebook readers scroll fast.
- Tone: one notch more casual than Google.
- Emoji: one at most, only if it matches the recommendation's energy.
- No hashtags — they look like marketing spam in a reply.
- For "not recommended" comments, treat like a 1-star Google review (acknowledge, own, take private via Facebook Messenger).

How to use it

  1. 1

    Paste the prompt into ChatGPT.

  2. 2

    Send the Facebook recommendation text and whether it's a yes or a no.

  3. 3

    Post reply in Facebook Business Manager or through your Meta Business Suite.

What it outputs

Recommended

Input: Recommended: Best coffee in the neighbourhood ☕

Thanks Priya! ☕ Beans just came in fresh from Ethiopia — worth a tasting flight next visit. — Sam

FAQ

Should I reply to every Facebook recommendation?
Every 'not recommended' — always. Positive recommendations, at minimum one 'thank you' per week to signal an active page.

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