Products in Images

Find affiliate products in AI-generated images

When your AI generates or displays product images, ChatAds identifies what's in the image and matches it to the right affiliate offer — automatically.

The problem

Your AI generates or displays product images but you can't monetize what's in them. Building a visual search pipeline — image recognition, product matching, affiliate lookup — is a months-long project.

How ChatAds helps

Send an image URL and get back a product match with an affiliate link. Works on AI-generated images, user uploads, and catalog photos — no visual search pipeline required.

How it works

Pass an image URL. We identify the product and return an affiliate link.

1

Send the image URL

Pass any product image URL to the ChatAds API — whether AI-generated, user-uploaded, or pulled from a catalog.

2

We identify the product

Visual search matches the image against product databases to find the exact or closest matching product.

3

You get the affiliate link

We return the product name, price, and affiliate URL. Display it as a card, overlay, or however fits your UI.

AI-generated room image with shoppable product annotations showing product name, price, and shop now button

Products identified in an AI-generated image, with shoppable annotations linking to affiliate offers.

Compare approaches

Three ways to monetize products that appear in images

Build It Yourself Google Lens API + affiliate lookups Existing Tools Shoppable image platforms, tag-based tools ChatAds Built for AI conversations
How it works Call Google Lens or a visual search API, parse results, then look up affiliate links for matched products Manually tag hotspots on images. Pre-configured products only. Doesn't work on dynamic AI output. Send an image URL, get back a product match + affiliate link. One call.
AI-generated images Partial You build the pipeline to handle novel images that don't exist in product catalogs No Requires manual tagging — impossible for dynamically generated images Yes Handles AI-generated, user-uploaded, and catalog images equally
Product matching You build matching logic between visual search results and affiliate catalogs Manual — you pre-assign products to image regions Automatic. Visual search to product match to affiliate link in one step.
Affiliate network support One network at a time. You build each integration. Usually requires separate shoppable image vendor per network Amazon, CJ, Impact, ShareASale, and more. All through one API.
Time to integrate Weeks to months Hours per image (manual tagging) Under an hour

Build It Yourself

Google Lens API + affiliate lookups
  • AI images: Partial — you build the pipeline
  • Matching: Build logic between visual search and affiliate catalogs
  • Networks: Integrate each API separately
  • Time to build: Weeks to months

Existing Tools

Shoppable image platforms
  • AI images: No — requires manual tagging
  • Matching: Manual — pre-assign products per image
  • Networks: Separate vendor per network

ChatAds

Built for AI conversations
  • AI images: Yes — generated, uploaded, or catalog
  • Matching: Automatic visual search to affiliate link
  • Networks: Amazon, CJ, Impact, ShareASale + more
  • Time to integrate: Under an hour
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