SOCIAL MEDIA

Promote Winning Carousel Variant to Paid with Slack Sign-Off

After organic A/B carousels run, pulls engagement, picks the winner, and requests Slack approval before re-posting the winning variant as a boosted creative across platforms.

CategorySocial Media
Enginesim
Difficultyadvanced
Triggerwebhook
Steps6
Setup~25 min

How it runs

The automated pipeline, trigger to output.

  • TriggerWebhook fires when both variants finish measuringHTTP webhook
  • ActionPull engagement for both variantsSocial publishing
  • LogicCompute winner by engagement-per-impression
  • ActionRequest Approve/Skip sign-off in SlackSlack
  • ActionRe-publish winner as boosted creativeSocial publishing
  • OutputRecord decision and spend in AirtableAirtableAirtable

What it does

Closes the loop between organic testing and paid promotion. Once two organic carousel variants have run, the flow pulls their engagement, picks the leader, and asks a human in Slack to approve before the winning creative is re-published as a boosted post.

When to use it

Use this when paid spend follows organic proof and you want a person to confirm budget before money moves. Ideal for teams that test cheaply with organic posts and only put dollars behind a validated winner.

How it works

  1. 1A webhook from your scheduler fires once both organic variants have completed their measurement window.
  2. 2Engagement for variant A and variant B is pulled back from the platforms.
  3. 3A logic step computes the winner by engagement rate per impression.
  4. 4A Slack approval message posts the winner, the metrics, and an Approve or Skip choice.
  5. 5On approval, post-to-platforms re-publishes the winning variant as a boosted creative.
  6. 6The decision and outcome are recorded in Airtable for spend tracking.

Set it up

What you configure once, before turning it on.

  1. 1
    Connect Social publishingCross-post to X, LinkedIn, Instagram, TikTok, and 4 more in one call.
  2. 2
    Connect SlackChannels, DMs, threads, mentions.
  3. 3
    Connect AirtableBases, tables, views, automations.
  4. 4
    Connect HTTP webhookTrigger any URL on agent actions.
  5. 5
    Set each agent's modelWe leave models unset so you pick the tier — fast + cheap, or top-quality.
  6. 6
    Tune it to your dataEdit the prompts, filters, and field mappings so it matches how your team works.
  7. 7
    Test, then turn it onRun once against a sample, confirm the output, then enable the trigger.

Run this workflow in your colony.

14-day trial. No DevOps. No Sales call. Provisioned in under a minute.