Sell more products on AI by improving your structured data

Structured data is the #1 factor driving product discovery on ChatGPT, Gemini, Copilot and more. Yours is holding you back.

Screenshot showing retailQ tracking product metadata and suggesting fixes to ensure your product performs strongly, with complete metadata, on every platform.
McKinsey
AI search will impact $750B in revenue by 2028
October 2025. McKinsey & Company
The Register
Don't bother with the retailer's website, says Google: Gemini can shop for you
January 2026. The Register
Forbes
2026 Is The Year AI Agents Will Reinvent How Retailers Do Business
January 2026. Forbes
OpenAI
Buy it in ChatGPT: Instant Checkout and the Agentic Commerce Protocol
September 2025. OpenAI
McKinsey
AI search will impact $750B in revenue by 2028
October 2025. McKinsey & Company
The Register
Don't bother with the retailer's website, says Google: Gemini can shop for you
January 2026. The Register
Forbes
2026 Is The Year AI Agents Will Reinvent How Retailers Do Business
January 2026. Forbes
OpenAI
Buy it in ChatGPT: Instant Checkout and the Agentic Commerce Protocol
September 2025. OpenAI
McKinsey
AI search will impact $750B in revenue by 2028
October 2025. McKinsey & Company
The Register
Don't bother with the retailer's website, says Google: Gemini can shop for you
January 2026. The Register
Forbes
2026 Is The Year AI Agents Will Reinvent How Retailers Do Business
January 2026. Forbes
OpenAI
Buy it in ChatGPT: Instant Checkout and the Agentic Commerce Protocol
September 2025. OpenAI
McKinsey
AI search will impact $750B in revenue by 2028
October 2025. McKinsey & Company
The Register
Don't bother with the retailer's website, says Google: Gemini can shop for you
January 2026. The Register
Forbes
2026 Is The Year AI Agents Will Reinvent How Retailers Do Business
January 2026. Forbes
OpenAI
Buy it in ChatGPT: Instant Checkout and the Agentic Commerce Protocol
September 2025. OpenAI
Akeneo
What OpenAI's 'Instant Checkout' Means for the Future of eCommerce
October 2025. Akeneo
BCG
Agentic Commerce Is Redefining Retail
October 2025. BCG
Forbes
Generative AI Traffic To Retailers Up 830%
November 2025. Forbes
Business of Fashion
AI's Transformation of Online Shopping Is Just Getting Started
December 2025. Business of Fashion
Startups.co.uk
AI search is pushing ecommerce brands out of the spotlight
December 2025. Startups.co.uk
Akeneo
What OpenAI's 'Instant Checkout' Means for the Future of eCommerce
October 2025. Akeneo
BCG
Agentic Commerce Is Redefining Retail
October 2025. BCG
Forbes
Generative AI Traffic To Retailers Up 830%
November 2025. Forbes
Business of Fashion
AI's Transformation of Online Shopping Is Just Getting Started
December 2025. Business of Fashion
Startups.co.uk
AI search is pushing ecommerce brands out of the spotlight
December 2025. Startups.co.uk
Akeneo
What OpenAI's 'Instant Checkout' Means for the Future of eCommerce
October 2025. Akeneo
BCG
Agentic Commerce Is Redefining Retail
October 2025. BCG
Forbes
Generative AI Traffic To Retailers Up 830%
November 2025. Forbes
Business of Fashion
AI's Transformation of Online Shopping Is Just Getting Started
December 2025. Business of Fashion
Startups.co.uk
AI search is pushing ecommerce brands out of the spotlight
December 2025. Startups.co.uk
Akeneo
What OpenAI's 'Instant Checkout' Means for the Future of eCommerce
October 2025. Akeneo
BCG
Agentic Commerce Is Redefining Retail
October 2025. BCG
Forbes
Generative AI Traffic To Retailers Up 830%
November 2025. Forbes
Business of Fashion
AI's Transformation of Online Shopping Is Just Getting Started
December 2025. Business of Fashion
Startups.co.uk
AI search is pushing ecommerce brands out of the spotlight
December 2025. Startups.co.uk
Structured Data Enrichment

Enrich your structured product data using AI

Structured data is the number one factor behind product discoverability on AI platforms. Without complete, high-quality data, your products will be shown to fewer consumers.

Missing or low-quality metadata harms your product's visibility in AI

Without good data, AI platforms may not have enough information about your product to know when to show it to consumers.

Nike Air Force 1
Nike Air Force 1
Item ID12039109813
TitleNike Air Force 1
ColorWhite
Variants
Missing
Category
Missing
ConditionNew
Material
Missing
Review Score
Missing
Low AI Recommendations
chatgpt logogemini logocopilot logo

Complete, accurate data, increases product discoverability and conversions in AI

With high-quality data, AI will show your listings to consumers who are looking for products with similar attributes.

Nike Air Force 1
Nike Air Force 1
Item ID12039109813
GTIN
00194500874848
TitleNike Air Force 1
Color
White/White
Variants
3
3.5
4
4.5
5
+ 19 more
Varies by
Size
Size system
US Shoes (Men's)
Category
Clothing & Accessories / Shoes
Gender
Unisex
ConditionNew
Material
Leather, Rubber
Review Score
4.72/5
Higher Visibility In AI Recommendations
chatgpt logogemini logocopilot logo

AI Recommendations

Actionable suggestions to improve metadata across your entire catalog

Screenshot showing retailQ tracking product metadata and suggesting fixes to ensure your product performs strongly, with complete metadata, on every platform.

AI suggestions will save you hours of manual work

We analyze your product data and fill in blanks, correct errors and improve data quality.

When unsure, our AI asks for input

Missing fields which can't be inferred from other sources are flagged for your team to add manually.

How it works

Data from multiple sources gives you the best possible metadata

Screenshot showing retailQ analyzing product images and adding metadata to your product feeds.

Existing product feeds and structured website data

We improve your existing product feeds by adding missing fields and improving existing attributes.
Screenshot showing retailQ analyzing product images and adding metadata to your product feeds.

Unstructured website data

Your website often conaints much more unstructured data which is needed in product feeds. Our AI tools can read your website's unstructured data and add it to your product feeds
Screenshot showing retailQ analyzing product images and adding metadata to your product feeds.

Product image analysis

We interpret product images to add additional metadata on style, color, pattern, material and other visual attributes.
Screenshot showing retailQ analyzing product images and adding metadata to your product feeds.

Synthesized product reviews

Product reviews contain feedback on features which are often not mentioned elsewhere. We summarise these into a AI-friendly formats.
Screenshot showing retailQ analyzing product images and adding metadata to your product feeds.

Proprietary product databases

Supplement your data for common wholesale products with attributes from our proprietary product databases
Product Feed Optimization

Ensure you share high-quality, complete product feeds with every AI platform

Validate your product data feeds against AI platforms' requirements in real-time, and fix issues before they impact your sales.

Screenshot showing retailQ tracking product metadata and suggesting fixes to ensure your product performs strongly, with complete metadata, on every platform.
chatgpt logo

OpenAI Product Feed

Validate and get recommendations against the OpenAI Product Feed Spec to ensure you're visible on ChatGPT
gemini logo

Google Gemini Merchant Feed

Ensure you are up to date with new Merchant Feed requirements for the Universal Commerce Protocol
copilot logo

Microsoft Copilot Product Feed

Sell better on Microsoft Copilot with correct and complete Microsoft Merchant Center feeds

Issue detection

Track and resolve issues for individual products

Wrongly formatted or missing data can prevent your products from appearing in AI. We flag issues on each product in your catalog and notify you, so you can fix them before they impact your sales.

Screenshot showing retailQ conneting and pushing product data to different AI platforms, such as ChatGPT, Gemini and Claude.

Integrate existing feeds

No-hassle, no-code integration: connect your existing product data feeds directly to retailQ

Always up to date

Your data is validated on refresh to give you immediate feedback on new or modified products

Structured data validation

Validate your website's structured JSON-LD data to ensure your website is optimized for AI

Convert Google Merchant to OpenAI Product Feed

We can convert your Google Merchant feed into the OpenAI Product Feed spec
Performance Tracking

Track product-level performance

Understand how your products are performing on different AI platforms or regions, and get insights on whether changes boosted or hurt performance.

Screenshot showing retailQ tracking product metadata and suggesting fixes to ensure your product performs strongly, with complete metadata, on every platform.
Google Analytics integration
Our GA4 integration means your analytics are up and running in minutes.
Detailed ecommerce metrics
Track visits, conversions and checkouts on a per-product, per-model basis
Change insights
View metrics before and after metadata changes to measure their impact on performance
Data export
Export detailed data to spreadsheets or your existing analytics stack

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