SOCIAL MEDIA
Caption-Tuned Carousel Variants Picked by Save Rate
On a weekly schedule, renders three carousel image variants on Replicate, writes a tailored caption for each with OpenAI, posts them, and after the week picks the variant…
How it runs
The automated pipeline, trigger to output.
- TriggerWeekly schedule fires Monday morning
- ActionRender three carousel variants on ReplicateReplicate
- ActionWrite a matched caption per variant with OpenAIOpenAI
- ActionPublish all three variantsSocial publishing
- ActionPull save-rate metrics per variantSocial publishing
- LogicRank by save rate, flag winner
- OutputLog winning combo to AirtableAirtable
What it does
Produces a weekly batch of three carousel variants where the image and the caption are tuned together. Replicate generates the visuals, OpenAI writes a caption matched to each visual's hook, all three go live, and a week later the variant with the best save rate is reported as the keeper.
When to use it
Use this when caption and image must move as a unit and your north-star metric is saves rather than likes. Good for accounts where saved posts drive reach and you want a repeatable weekly experiment loop.
How it works
- 1A weekly schedule kicks off the run every Monday morning.
- 2Replicate renders three carousel variants from a rotating prompt set.
- 3OpenAI writes a caption per variant, each leaning into that image's angle.
- 4post-to-platforms publishes all three with distinct tracking tags.
- 5After seven days, save-rate metrics are pulled back for each variant.
- 6A logic step ranks variants by save rate and flags the winner.
- 7The winning combination is logged to Airtable as a reusable template.
Set it up
What you configure once, before turning it on.
- 1Connect ReplicateImage, video, and model inference.
- 2Connect OpenAIModels, embeddings, files.
- 3Connect Social publishingCross-post to X, LinkedIn, Instagram, TikTok, and 4 more in one call.
- 4Connect AirtableBases, tables, views, automations.
- 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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Run this workflow in your colony.
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