Product Feed
Optimization.
Your product feed powers every shopping channel: Google, Meta, AI agents. We structure and optimize it to sell.
5.0 across 42 Google reviews
What we see in most feeds.
Product feeds are the backbone of shopping channels. When the feed is messy, every campaign built on top of it underperforms. These are the issues we find in almost every audit.
Incomplete or messy product data
Missing GTIN codes, empty descriptions, wrong categories, and duplicate titles. The feed technically works, but Google and Meta penalize poor data quality with lower visibility and higher ad costs.
No segmentation or custom labels
Every product treated the same. No custom labels for margins, seasonality, or performance tiers. Campaigns can not be structured because the feed gives them nothing to work with.
Feeds rejected or underperforming
Merchant Center errors, disapproved products, and feeds that fail validation. Products that should be selling are invisible because the feed never passed basic channel requirements.
Deliverables.
Full review of current feed quality: missing attributes, categorization gaps, title and description issues, image compliance.
Clean taxonomy, proper GTIN/MPN mapping (the product identifiers Google requires), custom labels for campaign segmentation, and optimized titles.
Google Merchant Center, Meta Commerce Manager, and marketplace feeds configured and validated.
Structured data and feed formatting aligned with Universal Commerce Protocol for AI agent discovery.
What we cover.
How we work.
Audit
Full review of feed quality across all channels. Missing attributes, categorization gaps, title issues, image compliance.
Clean
Fix attributes, rewrite titles, map categories, validate GTIN/MPN. Every product gets the data it needs.
Optimize
Custom labels for campaign segmentation, channel-specific formatting, and UCP readiness for AI surfaces.
Monitor
Feed health tracking, error resolution, and ongoing optimization as your catalog changes.
Audit
Full review of feed quality across all channels. Missing attributes, categorization gaps, title issues, image compliance.
Clean
Fix attributes, rewrite titles, map categories, validate GTIN/MPN. Every product gets the data it needs.
Optimize
Custom labels for campaign segmentation, channel-specific formatting, and UCP readiness for AI surfaces.
Monitor
Feed health tracking, error resolution, and ongoing optimization as your catalog changes.
Who this is for.
- E-commerce businesses with 100+ products struggling with feed quality
- Brands running Google Shopping or Meta Advantage+ with poor return on ad spend
- Retailers preparing their catalog for AI-driven commerce surfaces
What clients say.
“Working with L'Atelier Growth has been an absolute game-changer for ConceptCore. The team is incredibly reactive and took the time to clearly explain the intricacies of SEO so we truly understood the strategy. Beyond just SEO, they provided outstanding, in-depth data analysis for our Meta ads and...”
“A great experience overall. Very structured, proactive, and results driven. They helped us set clear objectives and successfully achieve our KPIs. Highly recommended.”
“Working with L'Atelier Growth has been a great experience. They helped us implement a solid SEO strategy quickly and efficiently with a clear and structured approach. Their team is always available and quick to respond.”
“We've been working with L'Atelier Growth for our SEO and paid media strategy and they've delivered qualified leads for our business. Sharp, responsive, and genuinely understand B2B marketing in our market. Highly recommend.”
“Worked with Roy and Daniel on SEO for my website. Very professional and effective, huge thanks for the great results. Highly recommended.”
“Roy has been an absolute pleasure to work with. Incredibly responsive, always quick to address anything that comes up, and very clear in the way he explains strategy. Strong, reliable support on Meta and Google Ads.”
“Highly professional and supportive team.”
“I had a great experience working with Roy. Extremely efficient, professional, and the results exceeded expectations. Definitely recommend.”
“L'Atelier Growth built my e-commerce site and the result exceeded every expectation. Excellent work across the board, outstanding professionalism, and always available when needed. The site is a gem. Highly recommended.”
“I had a great experience working with L'Atelier Growth. They were professional, very responsive, and really paid attention to what I needed. The whole process felt smooth, and I'm very happy with the final result. I'd definitely recommend them to anyone looking for quality work!”
“Working with L'Atelier Growth has been an amazing experience. They are detail-oriented and explain everything clearly, making sure we understand every step of the process. Communication has been really easy from day one, they're responsive and always make us feel like the brand is a priority. We...”
“I've worked with plenty of marketing agencies in Lebanon. L'Atelier Growth is the only one that actually understands business, AI and automations. They focus on fixing your foundations first, which makes everything else significantly more effective.”
“Always a great experience working with them. Very responsive and super quick at getting the job done and finding solutions. Would totally recommend.”
Related articles.
How Shopify Merchants Can Prepare for Agentic Checkout
Shopify is already wired into ChatGPT and Google's commerce protocol. Here is what merchants must do to be selected when AI agents shop on behalf of customers.
The 27 Steps to Validate a Product Catalogue for Agentic Commerce
A complete checklist to make your product catalogue readable, selectable, and trustable by AI agents like ChatGPT, Gemini, and Perplexity.
Agentic Commerce Explained: How AI Agents Will Buy Things for Your Customers
Agentic commerce is the layer where AI agents discover, compare, and check out products on behalf of customers. Here is how it works and what it changes.
Universal Commerce Protocol (UCP) and E-commerce
Why Google's Universal Commerce Protocol changes how products are discovered and purchased, and what it means for e-commerce brands.
Product Feed Optimization, answered.
Straight answers on what is included, timing, and how we work.
It is the structured data file that tells Google Shopping, Meta, and now AI agents what you sell. A clean feed gets your products shown and bought. A messy one quietly kills your shopping performance.
Google Merchant Center, Meta Commerce, organic shopping surfaces, and AI agent channels like UCP. One clean feed, structured for every surface that matters.
Yes. We diagnose disapprovals and feed errors, fix the underlying data and structure, and get your products approved and serving again.
Yes. We enrich titles, attributes, and custom labels at the feed layer, so your shopping campaigns and organic listings improve without touching the storefront.
Catalogs drift as products change. We can set up the structure and rules so the feed stays clean, or manage it on an ongoing basis.
Get your product feed in order.
We audit your current feed, fix the gaps, and optimize it for every channel you sell on.
