what it does
Salomon Sense Ride is widely cited for its balance of cushion and ground feel.
Hoka Clifton 9 appears across most runner threads as a soft daily trainer.
Brooks Ghost 16 is the safe pick if you want a familiar, low-drop ride.
your store should appear here
Across five engines, in their words.
Measuring across
measure
AI engines weight what your catalog actually says. Burnish samples six of them on the questions your shoppers ask — and shows where each one stops short of recommending you.
ChatGPT best running shoes under $150
Claude trail running shoes for technical terrain
Gemini waterproof running shoes for wet trails
Perplexity lightweight trainers with grippy outsoles
Grok shoes with 4mm lugs for muddy runs
same prompts five engines one truthful map of where you stand
fix
Inside Shopify. Title, description, category, type, vendor, collections, tags. Drafted, never written without your approval. One-click undo on every change.
prove
After the LLM lag window closes, Burnish samples again and shows you whether the answers changed. Same engines. Same prompts. Honest delta.
W0 · first scan · 28
why a loop
You do the work. The list never tells you whether AI started recommending you.
The instrument never stops. New ceiling, new vector, until the answers move or there is nothing left to move.
AI visibility audit
One complimentary Shopify AI Visibility Audit. The deliverable is an AI Commerce Report that shows what engines see, where you are missing, and what Burnish can fix.
Measuring across
