Why do product feeds get disapproved?
Common causes include missing identifiers, promotional text in titles, incorrect currency or shipping for target countries, and landing page mismatches - especially when selling to US, UK, EU, and AU from one Shopify store.
How do we fix and optimise feeds?
We audit Merchant Center diagnostics, map Shopify fields, add supplemental feeds or transformations, and set up scheduled refresh with error alerting.
Where are feed projects delivered?
Fully remote for global Shopify and WooCommerce stores.
How can AI and LLMs optimise your product feeds?
Product feeds are a perfect fit for LLMs - we automate the writing, classification, and translation that normally eats hours per week.
- Generate and optimise SEO-friendly product titles and descriptions
- Auto-categorise products and map to Google/Meta taxonomy
- Diagnose Merchant Center disapprovals and recommend fixes
- Translate and localise product data for multi-market feeds
- Fill missing attributes (material, colour, GTIN hints) at scale
Frequently asked questions
Do you support multi-country feeds?
Yes - including currency, language, and shipping rules per target market.
Can you automate feed updates?
Yes - scheduled pulls, transforms, and push to Google and Meta.