Skip to main content

Case studies

Receipts, not testimonials.

Every case study on this page lifts its numbers from the source — Shopify admin for revenue metrics, the Surfient monitor for citation counts. Where a number is an estimate, we label it one. Where something didn't work, we keep the column on the page.

Published

Kloira · Moissanite watches · Shopify Plus

2 → 37 monthly AI citations in 16 weeks

How a moissanite watch brand shipped the six Surfient interventions — feeds, schema, entity graph, copy, llms.txt, weekly diff monitor — and turned a 2-citation baseline into a 37-citation compounding flywheel, without changing a single product or price.

Citations

18.5×

GEO Score

+47 pts

AI orders

+33×

Pipeline · 2026 Q2

More case studies on the way

Four pilots are mid-flight — home goods, health supplements, premium apparel, and auto parts. We publish case studies only after sixteen weeks of data, so the next drop lands in Q2 2026. Want to be in the cohort?

Book a pilot walkthrough

Start the same audit Kloira did.

Free tier. Installs in three minutes. Same 80+ checkpoint rubric, same llms.txt builder, same weekly monitor diff loop.