CONTENT CREATION
Turn Dropbox product cutouts into AI lifestyle scenes for ad creative
Removes the background on each Dropbox product photo, generates branded lifestyle backdrop scenes with the cutout composited.
How it runs
The automated pipeline, trigger to output.
- TriggerNew product photo in DropboxDropbox
- ActionRemove background via ReplicateReplicate
- ActionGenerate branded lifestyle scenesImage generation
- ActionComposite product into each scene
- ActionUpload ad-ready scenes to R2Cloudflare R2
- OutputPost preview gallery to DiscordDiscord
What it does
Goes beyond a plain cutout to produce finished marketing creative. After Replicate isolates the product, the workflow generates several on-brand lifestyle backgrounds, composites the product into each scene, and ships the batch to R2 while pinging the creative team in Discord with previews.
When to use it
Use it when you need scroll-stopping ad visuals fast and don't want to book a styled photo shoot for every product. Great for testing multiple background concepts per SKU before a campaign, with a human team reviewing the generated set in Discord.
How it works
- 1A new Dropbox product photo triggers the run.
- 2Replicate removes the background to get a clean transparent product.
- 3A generation step creates several branded lifestyle backdrop scenes from prompt presets.
- 4The product cutout is composited into each scene at a consistent placement and scale.
- 5The finished scenes upload to R2, and a Discord message posts the preview gallery and links for the creative team to pick winners.
Set it up
What you configure once, before turning it on.
- 1Connect DropboxFiles and folders.
- 2Connect ReplicateImage, video, and model inference.
- 3Connect Image generationManaged Nano Banana image renders, metered per image.
- 4Connect Cloudflare R2Object storage, S3-compatible.
- 5Connect DiscordCommunity channels + voice + bots.
- 6Set each agent's modelWe leave models unset so you pick the tier — fast + cheap, or top-quality.
- 7Tune it to your dataEdit the prompts, filters, and field mappings so it matches how your team works.
- 8Test, then turn it onRun once against a sample, confirm the output, then enable the trigger.
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