Shopify app comparison
Shopify Search & Discovery vs Boost AI Search & Filter
Choose Shopify Search & Discovery when Small and medium catalogues. Choose Boost AI Search & Filter when Medium and large catalogues. Choose neither if your current setup already does enough or the expected improvement would not justify the extra cost and work.
Shopify Search & Discovery
Small and medium catalogues. Keep Shopify Search & Discovery when native filters, synonym controls and basic merchandising are sufficient.
Setup: Light setup
Official vendor website.
Boost AI Search & Filter
Medium and large catalogues. Use Boost when catalogue discovery has outgrown Shopify’s native search but enterprise search is not yet justified.
Setup: Heavier setup
Official vendor website.Neither yet?
Wait if the site search and filtering problem is still occasional, your current setup already handles it or your team does not have time to use either app well.
See the simpler starting point →The differences that matter
Swipe the table to see both apps →
| What to check | Shopify Search & Discovery | Boost AI Search & Filter |
|---|---|---|
| What you get | Search relevance, Collection filters, Merchandising rules | Search relevance, Collection filters, Merchandising rules |
| Important limitation | Advanced search relevance and enterprise merchandising controls are limited. | Requires clean product attributes and ongoing merchandising ownership. |
Shopify Search & Discovery is the stronger fit when:
- Small and medium catalogues
- Merchants needing basic filters and search controls
- It should remain the default baseline until catalogue size, search behaviour or merchandising needs justify a paid platform.
Boost AI Search & Filter is the stronger fit when:
- Medium and large catalogues
- Teams needing richer collection filters and merchandising
- It is a strong growth-stage option for richer filters, merchandising and search controls across a larger catalogue.
What will you actually pay?
Shopify Search & Discovery
FreeThe app is free. Check Shopify theme compatibility and native search limitations before adding a paid alternative.
Pricing checked 2026-09-07Check official pricing ↗Boost AI Search & Filter
From USD 29/monthPublished pricing bands start at $29-$159, $299-$599 and $699-$1,499/month for different store GMV bands. Request the rate for your store and required search features.
Pricing checked 2026-09-07Check official pricing ↗You might not need either yet
Wait if the site search and filtering problem is still occasional, your current setup already handles it or your team does not have time to use either app well.
- Large catalogues needing AI relevance, complex merchandising or detailed search analytics
- Very small catalogues adequately served by native search
- The problem is still occasional, your current setup already handles it or neither app would create enough value to justify the extra cost and work.
Ready to set it up?
Start with one useful feature and test the customer journey before switching on more.
Set up Shopify Search & Discovery
Use Shopify Search & Discovery for a controlled first use case and expand only after the result is proven.
- Audit top searches, zero-result queries, filter usage and merchandising requirements.
- Configure synonyms, ranking rules, filters and collection behaviour in Shopify Search & Discovery.
- Test theme integration, mobile usability and catalogue edge cases.
- Launch to a controlled traffic or catalogue segment where possible.
Set up Boost AI Search & Filter
Use Boost AI Search & Filter for a controlled first use case and expand only after the result is proven.
- Audit top searches, zero-result queries, filter usage and merchandising requirements.
- Configure synonyms, ranking rules, filters and collection behaviour in Boost AI Search & Filter.
- Test theme integration, mobile usability and catalogue edge cases.
- Launch to a controlled traffic or catalogue segment where possible.
Checks that apply to either app
- The complete customer and operational journey works on mobile and desktop.
- Required Shopify data and integrations update once and in the intended place.
- A person responsible can resolve common failures without unsafe access or manual workarounds.
- The measured value is compared with software cost, team time and new support demand.
Common questions
Is Shopify Search & Discovery better than Boost AI Search & Filter?
Not automatically. Shopify Search & Discovery is the better fit when small and medium catalogues. Boost AI Search & Filter is the better fit when medium and large catalogues.
Which is easier to set up: Shopify Search & Discovery or Boost AI Search & Filter?
Shopify Search & Discovery is currently classed as light setup, while Boost AI Search & Filter is heavier setup. The real effort depends on your data, integrations, theme and the number of workflows you enable.
How should I test Shopify Search & Discovery against Boost AI Search & Filter before committing?
Choose one real customer journey and one measurable outcome. Complete the same checks for both options, including the complete customer and operational journey works on mobile and desktop. and required shopify data and integrations update once and in the intended place., then compare the result and the work your team had to do.
What should I measure after choosing Shopify Search & Discovery or Boost AI Search & Filter?
Record the current result before launch, then measure the customer outcome the app is meant to improve alongside app cost, support demand, errors and the time required to run it. Keep the app only when the total value is clear.
Can I switch between Shopify Search & Discovery and Boost AI Search & Filter later?
Usually, but switching can affect settings, customer data, theme placements, integrations and reporting. Export what you can, document the current setup and test the replacement before removing the original app.
Still comparing?
All site search and filtering options →Sources and independence
Based on official app listings and vendor documentation, not a claim of hands-on testing of every feature. Affiliate relationships do not decide which app we recommend.
- Shopify Search & Discovery: official product information
- Boost AI Search & Filter: official product information