See what AI systems currently say.
Audit how major AI shopping systems represent your brand, products, links, and buying paths.
We audit how AI shopping systems represent your brand and fix what's broken.
Research-backed. 90-day engagement. Built for DTC ecommerce.
Audit. Repair. Measure.
Fix the data and routing layer.
Improve feed quality, structured data, product representation, and destination-link quality.
Track whether the work changes outcomes.
Connect AI-originated discovery back to traffic, attribution, and revenue.
Start with a call.
I'll show you what AI systems are saying about your products right now and what I'd fix first.