A Chrome extension that audits Shopify storefronts and surfaces catalog metrics, pricing intelligence, detected tooling, merchandising patterns, and prioritized opportunities in a single side-panel view.
- Structured Storefront Audit — Overall score, maturity verdict, confidence score, and theme summary
- Catalog Diagnostics — Product count, variant depth, SKU coverage, availability rate, and price spread
- Pricing Intelligence — Min, max, quartiles, median, estimated AOV, discount coverage, and shipping threshold detection
- Pattern Detection — Bundle, subscription, urgency, installment, upsell, social proof, guided selling, and lead-capture patterns
- Detected Stack — Loyalty programs, quizzes, wishlists, reviews, pixels, affiliates, ESPs, SMS, popups, and shipping offers
- Actionable Recommendations — Strengths, gaps, and suggested moves for merchandising, conversion, AOV, retention, and trust
This workspace contains a complete MV3 extension that uses background scanning logic to fetch catalog data, infer storefront signals from the active page, and transform that into a more opinionated evaluation model.
- Signal Collection and Determination — How signals are collected from page markup and text, which patterns are used for detection, and how signals drive evaluation scorecards, patterns, and findings.
manifest.json- Declares service worker, content script, permissions, and popup.
background.js- Core scan flow with fetch + retry, pagination, catalog metrics, shipping detection, signal summarization, evaluation scorecards, findings, opportunities, caching, and message passing.
content.js- Collects page text, script content, canonical domain hints, and popup shipping hints from the current tab.
popup.html,popup.css,popup.js- Side-panel UI for running audits and presenting scorecards, findings, opportunities, catalog stats, price architecture, and detected stack details.
- Open
chrome://extensions - Enable Developer mode
- Click Load unpacked
- Select this directory
- Reload the extension after this change
- Open a Shopify storefront tab and click the extension icon
- The snapshot UI now opens in Chrome's side panel (requires Chrome support for Side Panel API)
- Output is cached per domain in
chrome.storage.local. - If a canonical domain cannot be extracted from page hints, the extension falls back to endpoint detection and then current domain.
- All scan messages pass through
chrome.runtimemessage handlers in the service worker. - Evaluation output is heuristic, not authoritative. It is intended to speed up qualitative review of storefront maturity and merchandising patterns.