Refine

Product Search, built for fashion.

Product Search,

built for fashion.

Find the products you want, instantly.

Find the products you want,

instantly.

Get Started >

Refine powers the next generation of retail search

Refine powers the

next generation

of retail search

Schedule Demo >

Set up. Search. Succeed.

Set up.

Search.

Succeed.

With Refine's API, fixing search on your site

can be solved in as little as 30 minutes.

from refine_client import RefineClient

api_key = "R431292JDFSeE"
client = RefineClient(api_key)

try:
    query = "I want to dress like Kendall Jenner"
    results = client.search(query, type="product")
    
    print(f"Product Results for '{query}':")
    for product in results:
        print(f"{product['brand']} - {product['name']} (${product['price']}) | {product['url']}")

except Exception as e:
    print(f"Error: {str(e)}")

We really mean, minutes.

We really mean,

minutes.

Implement in 3 easy steps.

Link Product Catalog

>5 mins

Refine Processes Products

~15 mins

Implement Search API

>5 mins

Search Solved.

∞

Try It Now

Say goodbye to tagging.

Say goodbye

to tagging.

Product tagging is a thing of the past. At Refine, our model understands that a picture truly is worth, a thousand words.

Product tagging is a thing of the past. At Refine, our model understands

that a picture truly is worth, a thousand words.

Tagging Hinders Accuracy

Whether you're manually tagging your products or using a model to tag them, this method is not sustainable for continued accuracy and new tech.

Embeddings Open Doors

By converting to embeddings, you're search becomes fail-proof. You'll never tag your products again and search results are perfectly accurate.

Unleash the power of

human creativity

Unleash the power of

human creativity

Give your shoppers the ability to search any query that they can come up with, what we like to call

"no limit search"

Give your shoppers the ability to search any query that they can come up with, what we like to call

"no limit search"

a jacket that makes me look like Brad Pitt
dress with floral pattern and fits loose and flowy
a coat I can wear to the office
plaid button down
clothes for my trip to Bora Bora
supima cotton white shirt
low collar long sleeve

a blazer that's warm for the winter
a skirt I can wear with Samba's
a white collared shirt with black buttons
an Emma Chamberlain outfit
Hailey Bieber style
vintage y2k style
drooped neck sweater

a light linen jacket
shoes that go with striped pants
a sweater that matches a white shirt
a cashmere jacket with a collar
a zipped hoodie that's soft
I want to dress like Mad Max Fury Road
v neck with double stitching

Zero misses.

Always Results.

Zero misses.

Always Results.

With Refine's fashion-specific model, every search will always produce results to the n nearest neighbor.

With Refine's fashion-specific model, every search will always

produce results to the n nearest neighbor.