← All case studies

Constructor × Saatchi Art

Constructor x Saatchi Art, AI search lifts RPV nearly 50%

+47.29% revenue per visitor

Manual rule maintenance to automated, measurable performance

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 story earns credibility by centering an A/B test against the incumbent rather than making claims in a vacuum, so the numbers feel attributable and real. The +47.29% RPV headline is a clear upward number, making Breakthrough the right primary tag, while the reduction in manual merchandising effort adds a genuine secondary Efficiency thread. The qualitative examples of improved search differentiation (swim vs. swimmer, black and white vs. black horses) give readers a concrete mental model of how the mechanism works.

Steal this

Use a head-to-head A/B test against the customer's own incumbent as the evidentiary core of the story. It reframes the case study from vendor claim to customer-controlled experiment, which makes every metric feel trustworthy.

Full screenshot of Constructor x Saatchi Art, AI search lifts RPV nearly 50% 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 Saatchi Art
  • Industry Ecommerce / Retail
  • Trigger Manual merchandising rules were brittle at scale and degrading search performance
  • Format Written narrative
  • Structure Challenge-Solution-Results
  • Medium Web page