Four signals, weighted and combined. No manual input.

1
Recent reviews

Products with fresh reviews rank higher. A product reviewed yesterday matters more than one reviewed six months ago.

2
Sentiment score

AI sentiment, not just star average. A product with consistently high-sentiment reviews outranks one with high stars but mixed content.

3
Rating average

Star rating still matters. But it's one of four signals, not the only one.

4
Review volume

More reviews = more confidence. A 4.8 from 50 reviews beats a 5.0 from 2.

Set it once. Runs forever.

Auto-updates as new reviews arrive

The collection isn't a static list you set once. Every time a new review comes in, whether imported or native, the algorithm recalculates. Products move in and out based on current performance. Your "Top-Reviewed" collection always reflects what's happening now.

Customizable collection name

Call it "Top-Reviewed Products," "Customer Favorites," "Most Loved," whatever fits your brand. Feature it on your homepage, in your navigation, or as a dedicated page. It's a standard Shopify collection, so it works anywhere collections work.

Zero manual curation

You don't pick which products go in the collection. You don't reorder them. You don't remove underperformers. The algorithm handles everything based on the four signals above. Set it up once. It runs forever.

Let reviews drive product discovery

Dynamic collections available on Pro plans. 30-day free trial. No credit card required.

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