Virtual Marketer
AI Feed Enhance

AI Feed Enhance for Google Shopping, Meta & Bing

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.

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AI Feed Enhance for Google Shopping, Meta & Bing

Who it’s for

Who this is built for

E-commerce teams running shopping feedsMaintain Google, Meta and Bing Shopping from one source instead of three separate exports.
Agencies with multiple Merchant Center accountsOne tool for every client feed, with clear rules per account.
Merchants with frequent feed disapprovalsBuilt-in validation catches problems before Google does.
Perfect product feeds, on autopilot.

Business impact

What comparable feed tools cost

Industry comparison to Channable/DataFeedWatch, not a Virtual Marketer-specific promise.

€59–239
per month
typical price range for comparable feed tools like Channable or DataFeedWatch
Aug 18, 2026
Content API shutdown
Google is retiring the old Shopping Content API – the Merchant API migration is now urgent
changes only
AI costs stay minimal
AI only runs for new or changed products, not on every update
Built-in validation catches common disapproval causes before Google does.

Live demo

How it works – try it yourself

XML, CSV, TSV or JSON – format detected automatically.

Missing attributes get filled in:

Color: — → Color: Navy

Material: — → Material: Cotton

Title optimized: “Men’s T-Shirt” → “Men’s T-Shirt Navy, Cotton, Size S–XL”

Product demo

Inside the product

Virtual Marketer — Feed Enhance
ProductColorMaterialTitle
👟 Runner PromissingmissingRunner Pro
🧥 City JackeBluemissingCity Jacke
AI step running — only new & changed products
✓ Validation passed Feed URL updated

Simulated preview with example data – no real accounts or server calls.

Business value

What you get

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
Runs on your schedule – AI only touches new or changed products, keeping costs minimal

How it works

How it works

  1. Add your feed source(s) – XML, CSV, TSV or JSON – and preview the detected fields.
  2. Build your flow: map fields, add rules (e.g. exclude out-of-stock), and drop in AI steps where data is missing or weak.
  3. Preview every step: see exactly what changes on real products before you commit.
  4. Choose a schedule and copy your permanent feed URL into Google Merchant Center. Done.

FAQ

Frequently asked questions

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.