Visual Product Matcher — Customer Catalog Image Search avatar

Visual Product Matcher — Customer Catalog Image Search

Under maintenance

Pricing

$10.00 / 1,000 visual searches

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Visual Product Matcher — Customer Catalog Image Search

Visual Product Matcher — Customer Catalog Image Search

Under maintenance

Find visually similar products inside a customer-supplied image catalog. No marketplace scraping or paid reverse-image-search upstream required.

Pricing

$10.00 / 1,000 visual searches

Rating

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Developer

Jaroslaw Antolak

Jaroslaw Antolak

Maintained by Community

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1

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0

Monthly active users

5 days ago

Last modified

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Upload/provide one query product image and a customer-owned catalog of product images. The Actor ranks the visually closest catalog products without querying Alibaba, AliExpress, 1688, Google, or another paid reverse-image-search provider.

This keeps the validated image → product use case while making the catalog/data rights belong to the customer.

MVP algorithm

The current lightweight version uses perceptual grayscale hashing, average-color distance and aspect-ratio similarity. It is strongest for the same product, near-duplicate photography, resized/compressed images, and modest image edits. It is not yet a CLIP semantic embedding service.

Input

  • query image as public HTTP(S) URL or Base64,
  • catalog items with imageUrl or imageBase64, plus optional id/title/productUrl/metadata,
  • result limit and minimum similarity.

Security

Public URL fetching validates DNS/IPs and rejects loopback/private/link-local/multicast/reserved destinations. Redirects are revalidated. Each image is capped at 8 MB. Catalog is capped at 500 images.

Monetization

PAY_PER_EVENT event: visual-search. Apex launch test price: $0.01 per completed visual search.