SOCIAL MEDIA

Negative Review Fast-Lane Alert and Apology Draft

Watches review feeds for one- and two-star reviews and, the moment one lands, fires an instant Slack alert with a drafted apology reply and pings the on-duty manager for a fast…

CategorySocial Media
Enginesim
Difficultybeginner
Triggerschedule
Steps5
Setup~5 min

How it runs

The automated pipeline, trigger to output.

  • TriggerFrequent schedule poll
  • ActionScrape latest reviewsFirecrawl
  • LogicFilter to 1-2 star new reviews
  • ActionDraft empathetic apology replyOpenAI
  • OutputAlert manager in SlackSlack

What it does

Gives negative reviews an express lane. Instead of waiting for a batch digest, this flow catches low-star reviews as they post, immediately drafts a sincere, non-defensive apology reply, and alerts the right person in Slack with the manager directly tagged so a damaging review gets answered within minutes.

When to use it

Use this when response speed on bad reviews is a brand-reputation priority and you want a dedicated path that bypasses normal queues. Best for teams with an on-call review owner who needs a real-time nudge.

How it works

  1. 1A schedule trigger polls review sources frequently (e.g. every 15 minutes).
  2. 2Firecrawl scrapes the latest reviews from your monitored review page.
  3. 3A logic branch keeps only one- and two-star reviews that are new since the last run.
  4. 4An OpenAI step drafts an empathetic, brand-appropriate apology reply for each.
  5. 5A Slack alert is posted to the escalation channel with the review, draft, and an @-mention of the on-duty manager.

Set it up

What you configure once, before turning it on.

  1. 1
    Connect FirecrawlCrawl, scrape, structured extract.
  2. 2
    Connect OpenAIModels, embeddings, files.
  3. 3
    Connect SlackChannels, DMs, threads, mentions.
  4. 4
    Set each agent's modelWe leave models unset so you pick the tier — fast + cheap, or top-quality.
  5. 5
    Tune it to your dataEdit the prompts, filters, and field mappings so it matches how your team works.
  6. 6
    Test, then turn it onRun once against a sample, confirm the output, then enable the trigger.

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