Understand the result, not just the tool

Shopify App Detection Guides

Learn how storefront detection works, verify a match and understand what a public scan cannot reveal.

Open the Shopify App Detector

Detection methods and verification

Start with the question you need to answer. The free Shopify App Detector runs the scan; these guides help you interpret it.

Technical method

How Shopify App Detection Works

Follow the pipeline from returned HTML to technical markers, deduplicated tools and heuristic confidence labels.

Open data

Detection Dataset & Methodology

Inspect signature totals, downloads, matching rules, checksums and the difference between dataset age and a fresh scan.

Troubleshooting

Why App Detectors Miss Apps

Understand backend-only tools, headless storefronts, conditional loading, false negatives and leftover-code false positives.

Research workflow

Find What Apps a Store Uses

Use a page-by-page checklist to scan homepages, products and collections, then verify important findings in the browser.

App examples

Shopify App Examples

See which kinds of review widgets, email tools, analytics tags and payment traces may be visible.

Tool comparison

Detector Tools Compared

Compare documented workflows and coverage claims without mistaking a vendor claim for a verified accuracy score.

Browser workflow

Online Detector vs Extension

Understand the difference between initial HTML, rendered-page inspection, extension permissions and runtime requests.

Choosing an app is a separate decision

Finding a marker on another store does not establish whether that app suits yours. Compare requirements, implementation, support and total cost before installing anything. A detector result is not an editorial recommendation.

Shopify App Selection Guides

Browse the existing use-case comparisons for reviews, subscriptions, merchandising, discounts, SEO and international selling. These are separate from how the detector matches public code.

Need the tool rather than a guide? Analyze a public Shopify store.