← All case studies

Constructor × Chubbies

Constructor x Chubbies: 30% conversion lift through AI-powered product discovery

30% lift in search-page-to-checkout conversion on mobile

Friction-filled discovery to confident, guided shopping

Members read free

Unlock the full breakdown

Enter your email to open every case study in the library: the full screenshot, why it works, and the one thing worth stealing. One email unlocks all of them.

Free. No spam. Unsubscribe anytime.

Why it works

The case study anchors on conversion numbers going up, which puts it firmly in Breakthrough, though the efficiency angle (reduced manual merchandising) is a genuine secondary thread. The four-way partnership framing is specific and credible, naming each party's role clearly. The Proof Schedule detail gives the evaluation section more substance than most case studies manage, showing mechanism rather than just outcome.

Steal this

Name every partner's distinct role in a single crisp sentence each. The 'four-way partnership where everyone plays to their strength' framing turns a multi-vendor implementation story into something that reads as thoughtful architecture rather than vendor sprawl.

Full screenshot of Constructor x Chubbies: 30% conversion lift through AI-powered product discovery Click to enlarge ↗
View the original on constructor.com ↗

This is editorial commentary and curation. The case study, screenshot, and all metrics are Constructor's published work; we link to the source and lead with our analysis.

  • Vendor Constructor
  • Customer Chubbies
  • Industry Ecommerce / Retail
  • Trigger Legacy keyword search could not match shopper intent across a complex, growing catalog
  • Format Written narrative
  • Structure Challenge-Solution-Results
  • Medium Web page