Product Feed
Optimization.
Your product feed powers every shopping channel: Google, Meta, AI agents. We structure and optimize it to sell.
5.0 across 40+ Google reviews- Product feed optimization for Google Merchant Center and Meta: clean data, the right structure, disapprovals cleared.
- GTIN, categories, titles and custom labels ready for Shopping, Performance Max, catalog ads and AI shopping.
- Four steps from audit to monitoring, and what a broken feed costs you.
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.
How we work.
- 1
Audit
Full review of feed quality across all channels. Missing attributes, categorization gaps, title issues, image compliance.
- 2
Clean
Fix attributes, rewrite titles, map categories, validate GTIN/MPN. Every product gets the data it needs.
- 3
Optimize
Custom labels for campaign segmentation, channel-specific formatting, and UCP readiness for AI surfaces.
- 4
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.
“I've been working with L'Atelier Growth for the management of my website, the creation of my e-shop, brand strategy, and paid media strategy, and I'm very happy with their work. They are professional, responsive, and always there when I need support. What I appreciate most is that I never feel like...”
“Fantastic experience working with L'Atelier Growth. My sales grew 5x between September 2025 and September 2026. Always super professional, attentive, responsive... Highly recommend them!!”
“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.”
“Working with L'Atelier Growth to build our website was an outstanding experience from start to finish. They are very professional, responsive and genuinely invested in bringing our vision to life. They paid close attention to every detail, offered valuable suggestions throughout the process, and...”
“Worked with Roy and Daniel on SEO for my website. Very professional and effective, huge thanks for the great results. Highly recommended.”
“L'Atelier Growth has been an absolute pleasure to work with. Incredibly responsive, always quick to address anything that comes up, and very clear in the way they explain strategy. Strong, reliable support on Meta and Google Ads.”
“Highly professional and supportive team.”
“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.”
“I'm very satisfied with the service. Thank you for your work. I won't hesitate to reach out again if I need to.”
“Always a great experience working with them. Very responsive and super quick at getting the job done and finding solutions. Would totally recommend.”
“We worked with L'Atelier Growth to optimize the SEO and GEO of our Shopify store: a professional, fast, and genuinely expert team that takes the time to explain everything clearly. Highly recommend!”
Related articles.
How Retailers Should Prepare for Agentic Commerce
AI agents now shop on a buyer's behalf. The real shift is in your data: how retailers should prepare their product feed for agentic commerce.
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.
Other services in this layer.
E-commerce Development
Ecommerce website development in Lebanon, mostly on Shopify: a store built to sell, tracked and connected to Google and Meta before launch.
Lead Generation Websites
Websites built to bring clients, not visits: one job per page, a clear path to contact, tracking wired from day one.
Search Engine Optimization
The work of an SEO agency in Lebanon: technical foundations, keyword mapping, local SEO and content in English, French and Arabic, measured on revenue.
Generative Engine Optimization
Your site readable and citable by ChatGPT, Perplexity, Google AI and Copilot, with the citations shown every month.
SEO Content Strategy
A content roadmap where every article targets a query and ranks: pillars, calendar and a production process, by hand or automated.
Tracking & Analytics
GA4, GTM, server-side tracking and Meta CAPI wired so every lead and sale counts, and the reading side handed to reporting.
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.
