Set up a repeatable queue
Keep source files unchanged, assign stable filenames or IDs, and record each result against its source. This makes retries and quality checks easier when working with any image-processing service.
Automate one request at a time
The bgfree.app API processes an individual image request. Your own application can send requests sequentially or with carefully bounded concurrency, respecting API key and organization rate limits and the available image balance.
Review before publishing
Sample results across different product shapes and backgrounds, then inspect exceptions individually. Do not assume a successful response guarantees an acceptable edge or compliance with a marketplace image rule.