Sample Conversion Leak Report

Shopify Checkout Loss Diagnostic

This sample shows the member report format: clear risk scoring, benchmark gaps, leak evidence, and a fix plan that a Shopify operator can act on immediately.

Open dashboard
Overall risk
74

High revenue leakage risk. The store shows a checkout drop-off pattern that is 14.2% worse than the category benchmark model.

$12.4kmonthly leak estimate
3critical blockers
48hfirst fix window

Executive Summary

The highest-risk leak is not acquisition. It appears after shoppers show intent: product page to cart is acceptable, but checkout confidence drops when payment, shipping, and return reassurance are not visible together.

Detected Revenue Leaks

Critical

Checkout trust collapse

Payment reassurance is visible too late on mobile, increasing uncertainty at the final step.

High

Shipping promise gap

Top category operators place delivery and return promises above the fold. This store pushes them below cart intent.

High

Offer stack confusion

Discount, bundle, and free-shipping incentives compete instead of forming one clear conversion path.

Competitor Benchmark

Your Store

1.2%

Estimated checkout conversion under current friction pattern.

Top 10% Operator

4.5%

Benchmark model for stronger category pages with clearer checkout reassurance.

Priority Fix Plan

  1. Move payment trust above the mobile checkout fold.
    Put wallet, refund, and secure payment cues in the same viewport as the primary checkout action.
  2. Collapse offer messaging into one path.
    Use one visible incentive hierarchy: bundle value, shipping threshold, then return guarantee.
  3. Run a 7-day benchmark retest.
    Compare checkout completion, add-to-cart quality, and product-page bounce after the fix.