QSortbyGuide
How QSortby ranks

How segment matching picks each shopper's order

Step by step: how a personalization rule routes each shopper — checked top to bottom, first matching group wins, and that group's ranking is what they see.

Last updated · Jul 9, 2026

Ranking signals decide the order of products; segment matching decides which order each shopper gets. A personalization rule is an ordered list of shopper groups — each with an audience (who qualifies) and a ranking (what they see). Every visitor is checked top to bottom, and the first group they match wins. Here’s how one shopper is routed.

1. A rule is an ordered list of groups

A rule is an ordered list of groups

Three groups: VIP shoppers (2+ past purchases), First-time visitors (0 past purchases), and a locked Everyone else catch-all. Order matters — the group nearer the top is checked first. Each group carries its own signal ranking.

2. A shopper arrives

A shopper arrives

This returning shopper has 3 past purchases, recently viewed running shoes, and came from an email link. Each visitor is tested against every group’s audience, beginning with the first.

3. First match wins

First match wins

3 past purchases satisfies VIP shoppers (2+), so the shopper is placed in that group and checking stops immediately — the groups below are never evaluated. This is why group order matters: put your most specific audiences near the top.

4. They see that group’s order

They see that group's order

The shopper now sees the VIP ranking — Recently viewed first, then Top sellers, then New arrivals. A first-time visitor would fail the VIP audience, fall through to their own group, and see a completely different order. One rule, tailored to each shopper.

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