ChatGPT / OpenAI
Catalog
Product data
Knowledge
Eligibility
Retrieval
Get your store ready to win in AI commerce.
Shoppers are asking ChatGPT, Gemini, and Copilot what to buy. Lensa gets your ecommerce brand ready as AI assistants reshape how products are discovered and bought.
AI responseRecommended for this query
Arc One Headphones
Matches 3 of 3 requirements
Weight254 g
Battery40 h
ChargingUSB-C
Making your products available to ChatGPT is only the first step.
Getting your products into AI shopping channels is only part of the work. Your product data and store knowledge help assistants understand what you sell and when to recommend it.
What blocks recommendations
Buried product details
Specifications, materials, compatibility, and use cases are buried in page content.
Inconsistent product information
When the same detail is stored differently across products, AI shopping tools cannot find or compare it consistently.
Scattered policies and FAQs
Shipping, returns, warranties, and FAQs are difficult for AI shopping tools to find and use.
Get your products ready for AI shopping channels.
Whatever ecommerce platform you use, Lensa helps your brand prepare for shopping experiences across ChatGPT, Gemini, Meta AI and Copilot. We audit your product data, store knowledge, and each channel’s eligibility and retrieval requirements—so your products can be found, understood and recommended.
Your store
CatalogProduct dataKnowledgePolicies
Google / Gemini
Catalog
Product data
Knowledge
Eligibility
Retrieval
Meta AI
Catalog
Product data
Knowledge
Eligibility
Retrieval
Microsoft Copilot
Catalog
Product data
Knowledge
Eligibility
Retrieval
Your PDP may look polished to humans. AI shopping agents like ChatGPT may still miss key details.
We structure the machine-readable layer beneath your storefront—not redesign the PDP.
Fragmented across product copy, tags and collections
Voyager Carry-On
Underlying catalog signals
PDP copy
Designed for the modern traveler…
Tags
Collection
luggage_collectionTaxonomy
missingPromotion status
buried in page copyStructured taxonomy: Travel / Luggage / Carry-on luggage
Voyager Carry-On
New arrivalSale
CategoryLuggage
Sub-categoryCarry-on luggage
Capacity38 L
Dimensions54 × 37 × 21 cm
Material70% recycled polycarbonate
ShellHard shell
Laptop compartment16"
Airline compatibilityMajor European carriers
WarrantyLifetime
How Lensa helps you compete.
01
Audit
Find where AI assistants overlook, misunderstand, or fail to compare your products.
02
Structure
Standardize attributes, custom fields, taxonomy, policies, and store knowledge.
03
Monitor and improve
Continuously test real shopping queries and keep your catalog recommendation-ready as products and AI channels change.
Get your store ready to compete for AI-driven demand.
We’ll identify the product data gaps limiting discovery, comparison, and recommendation—then show you what to fix first.