The product feed AI shopping reads first
MG Lumeo fixes the Merchant Center feed and the product-data fields that keep products hidden, so UAE e-commerce brands get products approved, visible, and cited.
Dubai-based, working at the product-data layer AI systems read. Part of our e-commerce SEO work.
Feed and Merchant Center work, explained
Product feed and Merchant Center optimization is the work of correcting and enriching the product data a store sends to Google Merchant Center and to AI shopping engines, so products get approved, appear in Google Shopping and AI answers, and are matched to the right searches. The AI-shopping half follows OpenAI's Agentic Commerce Protocol spec, which sets the product-data fields AI shopping engines read, the same data that AI search visibility depends on.
Google Merchant Center itself is free to use; the optimization is the scoped, paid service.
How is this different from regular SEO and from a DIY feed tool?
| MG Lumeo feed optimization | Regular SEO | DIY feed tool | |
|---|---|---|---|
| What it changes | The Google feed fields and the OpenAI AI-shopping fields | The website's pages and content | Feed rules you configure yourself |
| Who decides what to fix | An audit decides which fields are hurting you | Site-wide, not feed-specific | You do; the tool automates but does not judge |
| Covers AI shopping (OpenAI fields) | Yes: popularity_score, return_rate, review_count, star_rating | No | No |
| UAE-local support | Yes, Dubai-based | Varies | No, self-serve software |
| What you get | A field-fix map and tracked AI visibility | Page and content changes | A tool and your own time |
Before you commit to anything, an AI-shopping-readiness audit shows the state of your feed first.
Request your free AI auditWhy does my product feed keep getting rejected or my products stay invisible?
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How does MG Lumeo optimize a product feed?
- 01DiscoveryWe run an AI-shopping-readiness audit of your current feed and Google Merchant Center account, and list every field that is failing or missing.
- 02StrategiseWe turn the audit into a field-fix map: which product feed fields to correct first for approval, matching, and AI-shopping ranking.
- 03ExecuteWe correct and enrich the feed fields, then submit and validate the feed in Google Merchant Center so products clear review.
- 04OptimiseWe monitor approvals, matches, and AI visibility over time, and keep refining the fields.
What we can show today
- The auditYou see the AI-shopping-readiness audit of your feed, field by field.
- The changesYou see exactly which product feed fields were corrected, and why.
- The measurementAI visibility is tracked over time, so progress is checkable, not asserted.
MG Lumeo was founded in Dubai in July 2025, is part of the Mohamad Ghassani group, and does not claim tenure or a published client result yet.
Questions we get asked
It works at two data layers. The Google Merchant Center feed carries the core fields that get products approved and matched: product title, description, GTIN, brand, image_url, price, availability, and product category. The OpenAI Agentic Commerce Protocol feed adds optional performance fields that improve AI-shopping ranking: popularity_score, return_rate, review_count, and star_rating, plus rich media like video_url and model_3d_url.
Pricing is scoped per store, not sold as a fixed package. The cost is driven by your catalogue size, how many platforms and markets you sell in, and how much of the product data needs correcting or rebuilding. For how a scope becomes a number, see the How We Price page.
Google Merchant Center is free to use. Creating and managing your product feed in it costs nothing; the optimization service is the paid part.
Google Merchant Center holds and manages your product data, while Google Ads runs the campaigns that spend on it. Merchant Center is the feed; Google Ads is the advertising layer on top of it.
You need Google Merchant Center if you want your products to appear in Google Shopping and across Google shopping surfaces. It is where your product feed lives so Google can approve, match, and show your items. On a Shopify store, the feed work sits alongside Shopify SEO.
You get approved by submitting accurate, complete, policy-compliant product data that matches your live product page. Missing GTIN or brand, price or availability mismatches, and image or policy issues are the usual reasons a feed is disapproved.
Google Business Profile is a local business listing, while Google Merchant Center is the product-data feed for shopping surfaces. One puts your business on the map; the other puts your products into Google Shopping and AI answers.
See exactly what is holding your products back.
An AI-shopping-readiness audit is a scoped review of your Google Merchant Center feed and the AI-shopping fields, delivered before any pitch. You get the specific fixes before any commitment.
Request your free AI audit