Supplier photo in. Listing out. No studio required.

Upload a flat product shot. One pipeline removes the background, picks a setting that flatters the item, and returns a finished image — sized and formatted for your marketplace. Run 8 times on your free credit.

Start free See the pipeline

From stock photo to storefront.

The same pipeline runs whether you send one SKU or a thousand.

Product photo → lifestyle scene 4 steps $0.130

Removes the background from your supplier shot, chooses a setting that suits the product, generates the lifestyle image, and converts to WebP at marketplace spec — no prompts written by you.

Bria Remove BackgroundGemini 2.5 Flash LiteFlux 2 ProFormat Converter

INPUT
RESULT
curl -X POST https://apiai.me/api/pipeline/product-photo-lifestyle-scene \
  -H "X-API-Key: ak_xxxx" \
  -F "image=@photo.png"
Run this pipeline (8 runs on your free credit)

Catch bad outputs before your users do.

Every pipeline can include checkpoints. You define what good looks like once. The gate grades every output against that bar and decides what happens next.

Gate — inside the pipeline, on every step. Continue, stop, or reroute. ~$0.001 per check.

Eval — on finished outputs, batches, and live URLs. Score, verdict, and the reasoning. $0.02 per eval.

Explore eval Docs
The graded output Eval Result PASS
94.5
overall score
Profile Product photo — lifestyle scene
Pipeline scene-that-suits-the-product
Product preservation100
Scene fit100
Lighting consistency85
Scored in 1.6 s · $0.02

Build it on a canvas. Or call it as an API.

Same pipelines, same gates, same results. Pick the door you prefer.

Format Converter
Gate — on-brand?
Nano Banana 2
Format Converter
+ drop a step

Drag steps onto a canvas. Models, processing tools, approval gates.

Drop in a batch of files. Get a ZIP of finished assets back.

Need a step that doesn’t exist? We build it. Private to your account.

Open the Studio
curl -X POST https://apiai.me/api/pipeline/marketplace-ready-product-shot \
  -H "X-API-Key: ak_xxxx" \
  -F "image=@photo.jpg"

One request format for image, video, audio, and text.

Retries, fallbacks, and rate limits handled. You just call the endpoint.

MCP server for Cursor, VS Code, and Claude. Build pipelines from your editor.

Read the docs

Start from a template.

Ready-made pipelines with the price on the label. Copy one, edit it, or call it as-is.

Bouncer for uploads 2 steps $0.010

Checks an upload is sharp, well lit and shows one clear item before anything expensive runs. The cheapest step in a pipeline is the one that says no.

Format Converter Gate

Run 100 runs on your free credit
Marketplace-ready product shot 4 steps $0.030

Phone photo of a thing you're selling → clean, centred, square, WebP, at marketplace spec. This is the single most repeated job in resale, and it's cheap enough that nobody hesitates to press Run. If you only add one, add this.

Bria Remove Background Transparent Crop Place Image on Canvas Format Converter

Run 33 runs on your free credit
Product Photo in, sales copy out 3 steps $0.060

Point it at a product photo and get back a title and description ready to paste into a listing. No image comes back — this one returns words.

Format Converter Gate Gemini 2.5 Flash Lite

Run 16 runs on your free credit
Your dog in a video commercial 6 steps $1.14

One photo of your dog becomes a finished ad — cut out, dropped into a field, animated and captioned. Six tools, about a minute. The expensive one, and worth it.

Format Converter Gate Bria Remove Background Nano Banana 2 lite Grok Imagine Video Banner on video

Run

Or start from a blank pipeline. 69 tools. Chain any of them. Put a gate wherever you like. New pipeline →

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