SOCIAL MEDIA
Daily Comment Risk Digest
On a daily schedule, pulls the prior day's comments across platforms, clusters them by risk theme.
How it runs
The automated pipeline, trigger to output.
- TriggerDaily morning schedule fires
- ActionPull previous day's comments from platformsSocial publishing
- ActionCluster by risk theme and rank for digestOpenAI
- ActionLog digest to Airtable for trend trackingAirtable
- OutputPost prioritized digest to SlackSlack
What it does
Instead of real-time pings, this workflow batches a full day of comment activity, groups it into risk themes (legal, PR, product complaints, sentiment shifts), and delivers one ranked digest. It turns hundreds of scattered comments into a short morning briefing with the handful of items that actually warrant a response.
When to use it
Use it when constant per-comment alerts cause fatigue and your team would rather triage once a day. Good for brands with steady comment volume where most items are low-stakes but the few high-risk ones must not get lost in the noise.
How it works
- 1A daily schedule fires each morning.
- 2The workflow pulls the previous day's comments from connected platforms.
- 3An LLM clusters comments into risk themes, ranks them, and drafts a concise digest summary.
- 4The digest is logged to Airtable for week-over-week trend tracking.
- 5A formatted, prioritized digest is posted to the team's Slack channel.
Set it up
What you configure once, before turning it on.
- 1Connect Social publishingCross-post to X, LinkedIn, Instagram, TikTok, and 4 more in one call.
- 2Connect OpenAIModels, embeddings, files.
- 3Connect AirtableBases, tables, views, automations.
- 4Connect SlackChannels, DMs, threads, mentions.
- 5Set each agent's modelWe leave models unset so you pick the tier — fast + cheap, or top-quality.
- 6Tune it to your dataEdit the prompts, filters, and field mappings so it matches how your team works.
- 7Test, then turn it onRun once against a sample, confirm the output, then enable the trigger.
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This workflow drops into a full company template. Import the org, and this is one of the playbooks its agents run.
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Run this workflow in your colony.
14-day trial. No DevOps. No Sales call. Provisioned in under a minute.