Comparison
Atomz AI Search vs Frenzy
An onsite merchandising engine vs the catalog layer agents read
Frenzy is an AI merchandising and personalization workspace for Shopify, with site search, pin, boost, bury and anchor controls, dynamic collection pages, and recommendations, priced from $1,500 to $3,500 a month. It reads your existing metafields, tags, and variants to power filters and merchandising, but its public materials do not describe writing enrichment back to your metafields, mapping the Shopify Standard Product Taxonomy, a grounded conversational assistant, or off-site agent discovery. Atomz focuses on that catalog layer, writing the taxonomy and attributes into your metafields and running search and a grounded assistant on top, from $99 a month with a free audit first.
Or score your store free first →Feature by feature
What each one does.
| Capability | Atomz AI Search | Frenzy |
|---|---|---|
| Merchandising (pin, boost, bury, anchor) | ✓ | ✓ |
| AI site search | ✓ | ✓ |
| Catalog enrichment written to your metafields | ✓ | — |
| Shopify Standard Product Taxonomy mapping | ✓ | — |
| Grounded shopping assistant | ✓ | Not stated |
| Off-site / agentic readiness | ✓ | Not stated |
| Entry price | From $99 / mo | $1,500–$3,500 / mo |
Where Frenzy stops
Frenzy controls how search results and collections look, reading your existing data to do it. Its public materials do not describe writing enrichment back to your metafields, mapping the Shopify taxonomy, a grounded assistant, or off-site agent discovery, and it starts at four figures a month.
Where Atomz wins
You want catalog readiness, a grounded assistant, and off-site visibility written into your own metafields, not only onsite merchandising, and without a four-figure starting price.
The bottom line
Frenzy is a strong onsite merchandising engine, while Atomz is the catalog layer your search, assistant, and off-site visibility run on, written into your metafields, at a fraction of the entry price. Start with the free audit.
Questions merchants ask
Does Atomz do merchandising like Frenzy?+
Atomz includes pin, boost, bury, and rank by margin or stock inside AI Search. Frenzy goes deeper on collection-page merchandising and visual layout. Where Atomz differs is the catalog layer underneath: taxonomy mapping and attributes written to your metafields, plus a grounded assistant and off-site readiness.
Does onsite merchandising make my catalog readable to AI?+
On its own, no. Merchandising arranges products. It does not map your catalog to the Shopify taxonomy or write attributes for off-site agents to read. That is the layer Atomz fixes.
Talk to us
Still weighing Atomz against Frenzy?
Book a call and we will walk your catalog through both, or add the app and see what changes on your own store.