Checkout Friction Analyst

Help your e-commerce team investigate checkout drop-offs. Compare events with paid orders and identify shipping, payment and tracking issues with source-backed evidence.

Supply checkout-start, event and order exports. Get a concise English report with segment counts, denominators and source IDs, observed shipping and payment errors, recovered errors, late payments and purchase-event discrepancies. Each proposed investigation includes an owner, uncertainty and a verification step.

Start with START-HERE.md. The English onboarding establishes your store context, field mappings, reporting window and payment definitions. Blank recipient templates and new fictional examples are included. You review the recommendations; the package does not change checkout settings, retry payments or contact customers. No live store connection or automatic monitoring is included.

What you get

Instructions, guided business setup, examples, acceptance tasks and setup guides.

Workflow

Your own exports and confirmed measurement rules. Includes a configurable Python 3.9+ helper using only the standard library. English instructions, onboarding, prompts and reports.

Apps

Fresh-context onboarding and a synthetic file task were model-tested; 13 calculation checks and package validation passed. Setup guides for Codex, Claude Code, Claude, ChatGPT and Hermes. Native installation, live connections and real recipient business tasks remain untested.

Version and language

1.0.0 · English · released

Your AI app and optional connections may cost money. This package does not grant account access. App-specific setup is documented; full compatibility has not yet been tested.