How Dealbreaker Filters work on Shopify PDPs
What Dealbreaker Filters are
Dealbreaker Filters are intent-led controls inside RecoMelon recommendations. They help shoppers refine by attributes that actually affect buying decisions, such as fit, color, or style.
Why Dealbreaker Filters improve conversion
- Reduce decision fatigue by removing irrelevant options.
- Prevent bounce when shoppers cannot find exact preferences quickly.
- Create a more guided path from discovery to add-to-cart.
How to enable Dealbreaker Filters
- Open your RecoMelon dashboard.
- Go to PDP/widget settings.
- Toggle Dealbreaker Filters on.
- Select which filters to show.
- Save and test on live PDPs.
What you should see: A filter layer inside your recommendation gallery.
Best practices
- Start with high-intent attributes only.
- Avoid too many filter options on mobile.
- Review filter interaction data in analytics and iterate monthly.
If filters do not appear
- Verify App Embeds are enabled.
- Confirm PDP block placement on active template.
- Hard refresh storefront and retest.
Need enterprise help instead?
Book an enterprise merchandising strategy call if you want RecoMelon to design your filter taxonomy and run optimization experiments for your team.