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SPECIFICTION
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Lookbook AI

lookbook.cognivance.org

From $199/mo Free plan WebAPISelf-hosted
Visit lookbook.cognivance.org
Spec score 8.2 #2 of 30 in Visual Clothing Search Apps

What it is

Lookbook AI identifies garments in outfit photos and matches them with shoppable products. Computer vision separates outfits into items such as tops, bottoms, shoes, bags, and accessories, while CLIP visual matching compares style, color, and silhouette. The service says it searches more than 1 million products from major retailers, though a match may be relevant without being exact. Retailers can add a white-label product finder to Shopify, WooCommerce, or a custom site using a script tag, connect a product feed, or use the REST API. Creators can build lookbooks from Instagram, TikTok, YouTube, Pinterest, and personal blogs, earning commission on purchases with monthly payouts and no minimums. It is offered on the web, through an API, and as a self-hosted deployment. The Starter plan is free and allows up to 1,000 products and 1,000 searches per month. Growth is $199 a month, with up to 50,000 products and unlimited searches. The image demo accepts JPG, PNG, or WebP files up to 20MB. Creator onboarding is limited, with creators being onboarded one at a time.

Spec sheet

Purpose
Lookbook AI identifies garments in outfit photos and matches them to shoppable products.Read 4 Oct 2026 · lookbook.cognivance.org
Support
The Starter retailer plan includes email support, while Growth includes priority support.Read 4 Oct 2026 · lookbook.cognivance.org
Headquarters
Paterna, Valencia, SpainRead 28 Sep 2026 · lookbook.cognivance.org
API and feeds
Retailers can use a REST API and connect a product feed for catalog syncing and updates.Read 4 Oct 2026 · lookbook.cognivance.org
Catalog
The service says it matches across more than 1 million products from major retailers.Read 4 Oct 2026 · lookbook.cognivance.org
Creator channels
The creator page names Instagram, TikTok, YouTube, Pinterest, and personal blogs as supported content sources.Read 4 Oct 2026 · lookbook.cognivance.org
Creator monetization
Creators earn commission on purchases through their lookbook, and payouts are monthly with no minimums.Read 4 Oct 2026 · lookbook.cognivance.org
Demo upload limit
The demo accepts JPG, PNG, or WebP images up to 20MB.Read 4 Oct 2026 · lookbook.cognivance.org
Early creator access
The maker says it is onboarding creators one at a time and that spots are limited.Read 4 Oct 2026 · lookbook.cognivance.org
Enterprise deployment
The Enterprise plan lists on-premise deployment and an SLA guarantee.Read 4 Oct 2026 · lookbook.cognivance.org
Garment detection
Computer vision segments outfits and classifies individual garments such as tops, bottoms, shoes, bags, and accessories.Read 4 Oct 2026 · lookbook.cognivance.org
Matching qualification
The maker says matches are based on style, color, and silhouette and may be relevant without being exact.Read 4 Oct 2026 · lookbook.cognivance.org
Retailer widget
Retailers can embed a white-label visual product finder in their store using a single script tag.Read 4 Oct 2026 · lookbook.cognivance.org
Supported commerce platforms
The retailer page says the widget works on Shopify, WooCommerce, and custom sites.Read 4 Oct 2026 · lookbook.cognivance.org
Visual matching
The site says CLIP visual matching finds similar products by style, color, and silhouette.Read 4 Oct 2026 · lookbook.cognivance.org

Plans and prices

Starter Free Up to 1,000 products · 1,000 searches / month · Visual product finder widget · Basic analytics · Email support Read 4 Oct 2026 · lookbook.cognivance.org
Growth $199 a month Up to 50,000 products · Unlimited searches · White-label branding · REST API access · Priority support Read 4 Oct 2026 · lookbook.cognivance.org
Enterprise Priced on request Unlimited products · Custom model training · On-premise deployment · Dedicated account manager · SLA guarantee Read 4 Oct 2026 · lookbook.cognivance.org

Every Lookbook AI plan and price →

Strong points and limits

Strong points

  • Matches garments by style, color, and silhouette.
  • Catalog includes more than 1 million products.
  • Supports Shopify, WooCommerce, and custom sites.
  • Creator payouts are monthly with no minimums.
  • Starter plan allows 1,000 searches per month.

Limits

  • Matches may be relevant without being exact.
  • Growth costs $199 a month.
  • Creator onboarding is limited.

Who it suits

Lookbook AI suits retailers seeking an embedded visual product finder and creators who want to monetize outfit lookbooks. Its API and self-hosted options may suit teams integrating product matching into their own systems.

Verdict

Lookbook AI combines outfit recognition with retailer integrations and creator commissions. Consider that matches are not guaranteed to be exact and the listed paid plan costs $199 a month.

Where Specifiction places it

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