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Mainspring Search

Help shoppers find products using natural language without losing Shopify's native search safety net.

Search intelligence resolving shopper intent into grounded catalog results
Intent-aware product discovery blended with Shopify native search fallback.
In plain words

What Search does for your store

Search helps a shopper describe what they want in everyday language and matches that request only to products in your active catalog. If the match is not reliable enough, the store can fall back to Shopify's normal search instead of showing a made-up answer.

Help shape what comes next

Register interest or apply for early access

Early-access participation is limited to stores that meet the product’s data and validation requirements.

Submitting records your interest only. It does not activate a product, change your plan, or guarantee release timing.

Capabilities

What it can do

  • Intent-aware retrieval
  • Catalog-grounded results
  • Native fallback
Requirements

What it needs

  • Indexed active catalog
  • Search placement enabled
Boundaries

What it does not do

  • Preview quality depends on catalog detail
  • Unavailable products are filtered
Setup

How your store gets ready

  1. Complete indexing
  2. Review offline quality
  3. Enable preview
  4. Publish after evidence approval
How results are produced

Evidence before action

  • Normalizes shopper intent and ranks grounded catalog candidates
  • Falls back to native results when confidence is insufficient
Frequently asked questions

What merchants usually need to know

Can Search invent products?

No. Results are grounded in the synchronized Shopify catalog.

Related product

Mainspring Recommend

Help shoppers discover relevant products while you stay in control of what can appear.

Next step

Register interest in Search.

Registering interest does not activate the product or change your subscription. Mainspring will confirm eligibility before any preview access.