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Virtual Marketer Feed Enhance
Perfect product feeds, on autopilot.
VM Feed Enhance imports your product feeds, cleans and enriches them with the VM Product Enhancer and publishes an always-fresh, validated Google Shopping feed under a permanent URL.
Live demo — see it in action
| Product | Color | Material | Title |
|---|---|---|---|
| 👟 Runner Pro | missing | missing | Runner Pro |
| 🧥 City Jacke | Blue | missing | City Jacke |
AI step running — only new & changed products
✓ Validation passed
Feed URL updated
Simplified, animated recreation of the real product — no real data. Use the real tool after signing in.
Why it works
- ✓Merge multiple sources into one clean catalog
- ✓Rules and field transformations like a professional feed tool — with live before/after preview
- ✓AI fills missing attributes (color, material, gender…) from texts and even from product images
- ✓Optimized titles and descriptions following Google's best practices
- ✓Built-in validation catches disapproval causes before Google does
- ✓Runs on your schedule — AI only touches new or changed products, keeping costs minimal
How it works
- 1Add your feed source(s) — XML, CSV, TSV or JSON — and preview the detected fields.
- 2Build your flow: map fields, add rules (e.g. exclude out-of-stock), and drop in AI steps where data is missing or weak.
- 3Preview every step: see exactly what changes on real products before you commit.
- 4Choose a schedule and copy your permanent feed URL into Google Merchant Center. Done.
FAQ
Which formats can I import?
Google Shopping XML (RSS/Atom), CSV, TSV and JSON. The format is detected automatically.
Does AI run on my whole catalog on every update?
No. Results are cached per product — AI only runs for new products or when the underlying data changed.
Can I use my own trained VM models?
Yes. Every AI step lets you pick the VM Product Enhancer (default) or any of your custom Virtual Marketer models.