Find similar productsacross stores

Start from any product URL and retrieve visually and semantically similar alternatives from across Octogen's real time catalog index.

Input product

API

One endpoint, agent-ready responses

RequestMore like this endpoint

POST

/v1/products/more-like-thisPOST

curl -sS https://api.octogen.ai/v1/products/more-like-this \  -H "Authorization: Bearer $OCTOGEN_API_KEY" \  -H "Content-Type: application/json" \  -d '{    "source": {      "url": "https://shop.example.com/products/linen-midi-dress"    },    "debug": false,    "limit": 7,    "price_preference": "any"  }'

ResponseExample output

json

{
  "source": {
    "title": "Linen Midi Dress",
    "url": "https://shop.example.com/products/linen-midi-dress"
  },
  "items": [
    {
      "title": "Palm Linen Slip Dress",
      "brand": "Coastal Atelier",
      "similarity": 0.91
    }
  ]
}

Why it matters

Built for production agent workflows

Style and tag embeddings

Similarity blends enriched style signals and taxonomy tags — not just image or title overlap.

Cross-merchant discovery

Surface alternatives from other domains when your agent needs substitutes or comparisons.

URL or UUID input

Seed recommendations from a live product page or a stable Octogen product identifier.

Endpoints

Surfaces

Discover More