FeedOptimizer.AI vs AdNabu
You don't have to replace AdNabu: FeedOptimizer.AI adds the AI optimization layer on top of your existing feed. Entire catalog, starting at $0/month, every change approved by you.
How the layer fits with AdNabu
When AdNabu is enough
AdNabu is deeply integrated with Shopify: feed generation straight from your store, a free starter tier up to 100 products, pricing tiered by orders. For Shopify merchants it is a convenient way to get a feed into Merchant Center.
When to add the layer
Add the layer when the product copy itself should get better: AI optimization across the entire catalog at a flat price based on product count, with approval before going live, regardless of how the feed is generated.
How both work together
AdNabu, or any other source, generates the feed. The layer reads your Merchant Center and places optimized titles and descriptions on top as a supplemental feed. Your Shopify setup stays unchanged.
See what your product copy is worth: the free Feed Check reads your Merchant Center and scores every product, not 50.
Run the free Feed CheckFeature Comparison: FeedOptimizer.AI vs AdNabu
| Feature | FeedOptimizer.AI | AdNabu |
|---|---|---|
| AI Title Optimization | Available | Available |
| AI Descriptions | Available | Partial or not verified |
| Entire catalog in one run | Available | Partial or not verified |
| Custom AI Prompts | Available | Partial or not verified |
| Supplemental Feed Hosting | Available | Partial or not verified |
| Before/After Preview | Available | Partial or not verified |
| Self-Service | Available | Available |
| All Platforms | Available | Not available |
| Multi-Language Support (8+) | Available | Partial or not verified |
| Flat Subscription (No Credits) | Available | Available |
| Annual Discount (20%) | Available | Available |
| Platform Agnostic | Available | Not available |
| Free Tier | Available | Available |
| Multi-channel / marketplaces (Amazon, eBay) | Not available | Partial or not verified |
| PPC / bid automation | Not available | Partial or not verified |
| Price (5,000 Products) | $89/mo | from $39.99/mo, tiered by orders |
| Price (100,000 Products) | $499/mo | by orders, not by products |
Check: available according to the vendor's site. Dash: partial, limited, or not verifiable by us. Cross: not available according to the vendor's site. Competitor details are based on their public pages, as of August 2026.
What the layer adds on top
Independent of your shop system
AdNabu is built for Shopify and deeply integrated there (pricing page, as of August 2026). The layer sits one level later, directly on the Google Merchant Center, so it works for any store that has a feed there.
Your feed stays unchanged
We write exclusively to a supplemental feed and host it for you. The original from your Shopify app stays untouched; every change is reversible and approved by you.
Pricing by Products, Not Orders
AdNabu tiers by orders per month: Basic $39.99 up to 400 orders, Plus $249.99 up to 6,000 (pricing page, as of August 2026). Our flat subscription is based on product count, independent of revenue: more predictable and transparent.
Custom AI Prompts for Full Control
Define your own optimization rules: tone of voice, brand guidelines, keyword focus. Custom AI prompts are included in our plans at no extra charge.
Frequently Asked Questions
Put the layer on your feed
Start free with 200 products. No credit card required.