marqo.ai valid
Marqo
Marqo is the AI search and discovery platform for enterprise ecommerce. It trains a dedicated AI model on each retailer's product catalog, powering search, recommendations, merchandising, smart category pages, and conversational commerce from one unified model.
Their llms.txt
The beginning of the file, from our validated copy saved 2026-10-21T01:49:34.472Z. Cached copy · Source on marqo.ai
# Marqo
> Marqo is the AI search and discovery platform for enterprise ecommerce. It trains a dedicated AI model on each retailer's product catalog, powering search, recommendations, merchandising, smart category pages, and conversational commerce from one unified model.
## What Marqo Does
Marqo trains a dedicated AI model on each retailer's catalog — product titles, descriptions, images, attributes, and behavioral signals. This dedicated model understands the specific vocabulary, product relationships, and category structure of that retailer's store, delivering more relevant results than shared general-purpose models.
Key capabilities:
- AI-native ecommerce search with dedicated per-retailer models
- Product recommendations based on real catalog relationships
- AI-powered merchandising across the full product catalog
- Smart category and listing pages ranked by AI
- Sibbi: conversational commerce agent grounded in live inventory
## Proven Results
- Fashion Nova: $130M in incremental revenue
- Kogan: $10.1M in incremental revenue
- Redbubble: $11M in incremental revenue
- Guaranteed 3% uplift or customers leave for free
- Dedicated models outperform generic shared models by 38.9% on MRR (Mean Reciprocal Rank)
## Key Differentiator
Unlike platforms using shared models trained across many retailers, Marqo trains a separate AI model per retailer. This solves the cold-start problem — new products are understood from catalog data on day one, before any behavioral data exists.
## Company
- Founded: 2021
- Founders: ex-Amazon engineers
- Backed by: Lightspeed Venture Partners
- Headquarters: San Francisco, CA
## Content
- Product pages: https://www.marqo.ai/product-search, https://www.marqo.ai/merchandising, https://www.marqo.ai/ai-powered-recommendations, https://www.marqo.ai/smart-category-listing-pages
- Customer stories: https://www.marqo.ai/customer-stories
- Blog and research: https://www.marqo.ai/blog
- Book a demo: https://www.marqo.ai/book-demo
## Optional
- Sitemap: https://www.marqo.ai/sitemap.xml
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