Smart Collection Merchandising for Shopify
Rankflo Rankflo is a Shopify app that enables A/B testing for product collections. It works by showing different product arrangements to visitors and measuring which layout generates more conversions. It is designed for merchants who want to optimize collection pages through data-driven testing.
Stop losing sales to poor product placement. RankFlo gives you transparent, rule-based control over how products appear in your collections.
Join the waitlist for early access
Powerful Features for Smart Merchandising
Everything you need to optimize your collections and boost revenue
Rule-Based Ranking
Multi-factor scoring based on sales velocity, margin, views, conversion rate, and inventory levels.
Boost Controls
Promote specific products, tags, vendors, or types with stackable rules and conditional logic.
Ranking Preview
See exactly how products will rank with explainable scores before applying changes.
Analytics Dashboard
Track revenue contribution, collection lift, product movement, and rule effectiveness.
Scheduled Re-ranking
Set up automatic re-ranking schedules to keep your collections fresh and optimized.
Diversity Controls
Prevent repetition and ensure variety in your collections with smart diversity rules.
How It Works
Get started with RankFlo in four simple steps
- 1
Select collections to test
Choose which product collections you want to optimize and set conversion goals (clicks, add-to-cart, purchases).
- 2
Create test variants with different layouts
Set up multiple variants by rearranging products, changing featured items, or testing different sorting strategies.
- 3
Traffic is automatically split between variants
Visitors are randomly assigned to see different collection layouts. Performance data is tracked for each variant.
- 4
Analyze results and apply winning layout
Review conversion metrics to identify the best-performing layout. Apply the winner with one click.
Trusted by Merchants
Hear from store owners using our tools
RankFlo's rule-based ranking gave us full control over our collections. We finally understand why products rank the way they do!
The ranking preview feature is invaluable. We can see exactly how changes will affect our store before applying them.
Best merchandising app for Shopify. Transparent, easy to set up, and results were immediate. Highly recommend!
Transparent Pricing
Rule-based merchandising for Shopify merchants of all sizes. Start free, upgrade as your discovery needs grow.
No black-box AI. No misleading experiments. Full merchant control over all changes.
Try RankFlo safely before committing. Perfect for evaluation & small stores.
For small-medium merchants optimizing collections with scheduled updates.
For growing brands improving discovery across collections and search.
For high-traffic brands needing assisted intelligence & deeper insights.
Feature Comparison
See exactly what's included in each plan
| Feature | Free | Starter | Plus | Elite |
|---|---|---|---|---|
| Max Products | 100 | 500 | 2,000 | 20,000 |
| Max Collections | 10 | 100 | 200 | Unlimited |
| Collection Merchandising | ||||
| Ranking Preview & Explainability | ||||
| Boosts & Elimination Rules | ||||
| Repetition / Diversity Control | — | |||
| Pre-built Templates | 1 | 3 | Unlimited | All |
| Scheduled Re-ranking | — | |||
| Search Re-ranking (JS) | — | — | ||
| Analytics | — | |||
| Strategy Comparison | — | — | ||
| AI-assisted Insights | — | — | — | |
| Priority Support | — | — |
All plans include: No storefront JavaScript on Free/Starter. Merchant approval required for all changes. No hidden personalization.
Be the First to Know
Join our waitlist and get notified when RankFlo launches. Early subscribers get exclusive discounts.
Frequently Asked Questions
What can I test with Rankflo? + −
How long should I run A/B tests? + −
Does Rankflo slow down my store? + −
Can I run multiple tests simultaneously? + −
What metrics does Rankflo track? + −
Do I need coding skills to use Rankflo? + −
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