Store Decode: Scroll Heatmaps vs TraceLens
Two Shopify apps, side by side: detected stores, momentum, reviews, plans, listed features and who runs each. Store counts as of Nov 8, 2026 for Store Decode, Oct 13, 2026 for TraceLens.
The short answer
- Only TraceLens lists a free plan.
Head to head
- Indonesia
- Thailand
- United Arab Emirates
Free
- · 1 audits per month
- · Best practices audit
- · Lighthouse performance, SEO & accessibil
Starter
- · Audit history, compare & PDF export
- · GEO discoverability analysis
- · Hyper checkout funnel audit
- · Lighthouse performance, SEO & accessibil
- · Theme code inspector
- · Unlimited store audits
Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.
See every featureYour reports show which page a visitor landed on, not what they saw there. Store Decode measures every section of your homepage, collection and product pages, down to each slide: how many visitors saw it, what they clicked, including dead clicks, and which orders followed. The scroll heatmap marks where the first screen ends, on mobile and desktop. See each section's numbers on your live store too.
Trace Lens runs comprehensive store audits from Shopify Admin. Reports combine Lighthouse performance and SEO scores, a read-only theme code scan, discoverability checks for generative search, and an automated product-to-checkout review. See what to fix first in one report instead of using separate tools or hiring an agency for a single review.
- AI audit that reads your store in a few minutes
- Trust, content, and competitive checks in one clear report
- Easy to use
- Lighthouse audits for mobile and desktop speed, SEO, and accessibility
- Theme code scan finds Liquid and layout issues affecting store performance
- Discoverability check shows how your store appears in AI-powered search
- Automated checkout audit tests your product page through to checkout
All the numbers
Every figure, side by side
A green dot marks the app ahead on a measured figure. Estimates, gaps and apps that leave no storefront trace never take the lead.
Adoption
| Measure |  Store Decode |  TraceLens |
|---|---|---|
| Detected stores | 6 | Not published |
| Net store change, 28 days | +1 | 0 |
| Stores added, 28 days | 1 | Not enough data |
| Big-brand share | Not enough data | Not enough data |
| Top store categories | Apparel & Accessories, Arts & Entertainment | Not published |
| Top store countries | Indonesia, Thailand, United Arab Emirates | Not published |
Reviews
| Measure | Store Decode | TraceLens |
|---|---|---|
| App Store rating | 5.0 ★ | Not published |
| App Store reviews | 2 | Not published |
| New reviews, 28 days | Not enough data | Not enough data |
| Reviewers a year or more in | Not enough data | Not enough data |
Pricing
| Measure | Store Decode | TraceLens |
|---|---|---|
| Free plan | Not listed | Yes |
| Lowest paid monthly plan | No monthly plan listed | $9/month |
| Longest free trial | Not listed | Not listed |
| Plans listed | Not published | 2 |
Listing
| Measure | Store Decode | TraceLens |
|---|---|---|
| Shopify category rank | #53(ahead) | #177 |
| Shopify App Charts | #19 in Site optimization - Other | Not on this week’s charts |
| Built for Shopify | No | No |
| Launched | May 11, 2026 | Jul 6, 2026 |
| Languages | 1 | 1 |
| Developer | Codilar Technologies Pvt Ltd | Successive Digital |
FAQ
Store Decode and TraceLens: common questions
- Is Store Decode or TraceLens cheaper?
- Only TraceLens lists a free plan. Shoplist compares base prices only between monthly plans in the same currency; usage charges and annual plans vary, so check each plan’s limits.
- Where does this comparison’s data come from?
- Shoplist crawls Shopify storefronts to detect which apps each store runs, and reads each app’s Shopify App Store listing for reviews, pricing, features and integrations. Store counts are as of Nov 8, 2026 for Store Decode, Oct 13, 2026 for TraceLens; estimated figures are labeled.
How Shoplist compares apps
Store counts come from Shoplist’s crawl of Shopify storefronts, which detects the apps each store runs; they are as of Nov 8, 2026 for Store Decode, Oct 13, 2026 for TraceLens. Reviews, ratings, plans, features and integrations come from each app’s Shopify App Store listing. 28-day figures are labeled when estimated, and a figure that is missing or estimated never decides who leads. Read the methodology.