Frictionless

The product is a diagnostic tool that scans e-commerce stores to identify why human buyers abandon purchases and why AI shopping agents cannot read or recommend products. It runs deterministic checks on machine-readability and behavioural friction patterns with evidence quoted from the store's own pages. It is for marketers and e-commerce operators in B2B and small to mid-size businesses managing online stores. It is delivered as SaaS with free checks and paid audits, using static scans without machine-learning black boxes.

Key features

• 7 deterministic AI-readiness checks
• 14 behavioural friction pattern detection
• AI agent purchase simulation walk
• Machine-readable product schema check
• Shipping and return policy verification
• robots.txt and llms.txt audit
• Behavioural score with quoted evidence
• Synthetic shopper personas and copilot chat
• Top 20 pages scored and ranked