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🔬 Lab Findings 🔧 Stack Builder
B
Acceptable
Performance Optimized

Richpanel

by Richpanel · customer-support
Download size is within acceptable range. Monitor conversion impact on mobile storefronts.
What this means for your store

Richpanel is a good performing app with a 'B' grade, meaning it's generally lightweight and won't noticeably slow down your store. It has a minimal impact on desktop speed (13 ms), performing slightly better than the average customer support app, though its impact on mobile is higher at around 44 ms. Importantly, it uses virtually no background data, ensuring a smooth customer experience.

📦 Network B 42.34 KB
CPU A
13 ms desktop ~52 ms mobile estimated
📐 Layout A Stable (CLS 0)
View Richpanel on App Store → Grade B · Safe to install on any Shopify store
📊 Real-World Production Benchmarks
Measured across 1 live merchant configuration · Median: 12 ms CPU
All 1 merchant variant produced identical CPU cost — consistent deployment.
🔗 Often Installed With
Skio ★ 5 co-installed in 1 store

Richpanel — Performance Grade B

Acceptable — monitor on mobile

Richpanel is a helpdesk and customer support app for Shopify that scores Grade B in StackConflict’s independent performance lab — placing it among the better-performing apps in the Customer Support category. With a moderate JavaScript bundle that is acceptable but worth monitoring as your stack grows (42.34 KB compressed) and negligible main-thread time — it will not compete with your theme or checkout scripts for CPU (13 ms desktop), it adds minimal friction to the storefront experience.

On mobile devices the estimated execution cost is just 52 ms (0.05s) — calculated using Google Lighthouse’s standard 4× CPU slowdown factor for mid-range Android devices. This negligible overhead means Richpanel will not meaningfully affect your store’s Time-to-Interactive or Core Web Vitals scores. Merchants running multiple apps can safely stack Richpanel without it becoming the bottleneck in their combined performance budget.

Verdict (Grade B — Acceptable): Richpanel by Richpanel is a safe choice from a Shopify site speed perspective. It passes all StackConflict thresholds for payload, CPU, and layout stability. Install it with confidence on any storefront, including high-traffic mobile-first stores where JavaScript overhead directly influences Add-to-Cart conversion rates and Google’s Core Web Vitals ranking signals.

Lab Results

MetricValueGrade
JS Payload42.34 KBB
CPU Execution (desktop)13 msA
CPU Execution (mobile est.)~52 ms
Cumulative Layout Shift0.0A
Overall GradeB
CategoryCustomer Support
Last tested2026-05-28

Lab Verdict

Download size is within acceptable range. Monitor conversion impact on mobile storefronts.

Grading Scale

Each app is graded across three independent dimensions. The final grade is the worst of the three — no dimension can be hidden by a good score elsewhere.

GradePayloadCPU (desktop)CLSRisk
A≤ 30 KB≤ 50 ms< 0.1Lightweight — zero friction
B≤ 150 KB≤ 150 ms< 0.25Acceptable — monitor on mobile
C≤ 500 KB≤ 500 ms< 0.5Heavy — high conversion risk
D> 500 KB> 500 ms≥ 0.5Critical — avoid on mobile stores

Real-World Production Benchmarks

StackConflict replayed 1 distinct merchant bundle variant in the clean-room shell — each representing a different merchant’s enabled feature set.

MetricValue
Median CPU (production variants)12 ms
Best-case merchant config12 ms
Worst-case merchant config12 ms
Merchant variants sampled1

All variants: 12 ms. The spread between best and worst case reflects how much the app’s JavaScript footprint changes when merchants enable heavy features (AI chatbots, video reviews, complex filter UIs, etc.).

Often Installed With

Based on StackConflict’s scan of live Shopify stores, found on 1 scanned storefronts, these apps frequently appear alongside Richpanel:

About This Test

StackConflict measures app performance in a clean-room environment. Each app’s JavaScript bundle is injected into an owned Shopify development store via a Playwright-controlled browser, with no other third-party apps installed. V8 CPU cost is the ScriptDuration delta measured before and after injection on the same live page. Mobile CPU estimate applies the 4× Lighthouse slowdown factor to approximate real-device impact.

Data sourced from the StackConflict Lab. Last updated 2026-05-28.

Verification & Methodology
runs 2 independent clean-room runs · latest result shown
baseline control storefront scanned without injection → V8 ScriptDuration delta isolates app cost
lighthouse not cross-validated (Lighthouse CLI not run)
fingerprint f42a495256ff484f…
mobile CPU ~52 ms — estimated (desktop × 4); CDP throttle pass pending
raw trace HAR archive (public download coming Q3 2026)
tested 2026-05-28
adoption Found on 1 scanned Shopify storefronts
Compare Richpanel with
vs Chatbase (Grade A) → vs Corso (Grade C) → vs DingAI (Grade C) → vs FAQPrime (Grade B) → vs Forethought Solve (Grade C) → vs Freshdesk Messaging (Grade B) →