Conversion Compass vs Juicy Profit Analytics

Two Shopify apps, side by side: detected stores, momentum, reviews, plans, listed features and who runs each. Store counts as of Oct 13, 2026 for Conversion Compass, Nov 9, 2026 for Juicy Profit Analytics.

The short answer

  • Both list a free plan. Paid plans start at $29/month for Conversion Compass and $29/month for Juicy Profit Analytics.
  • Juicy Profit Analytics lists 5 features Conversion Compass’s listing doesn’t mention, including Analytics dashboard, Pixel tracking, Profit insights.

Head to head

Detected stores

Conversion Compass: —
Juicy Profit Analytics: 1,002

App Store reviews

Conversion Compass: —
Juicy Profit Analytics: 106

Stores added, 28 days

Conversion Compass: —
Juicy Profit Analytics: 60
Open this comparison in ShoplistFree account. Every feature, store and change, side by side.
Pitch
—
—
Categories
  • Analytics
  • Analytics
  • Accounting
Languages
  • English
  • English
Launched
Jan 5, 2026
Apr 9, 2025
Built for Shopify
Not badged
Built for Shopify
Reviews per month
—
16 last full month
Detected stores
0active installs
1,002active installs
  • Juicy Couture
  • Meremiamx
  • Flattered
  • SR Store
  • elevenpast
+997 more
Most common store size
—
11-50 products25%
Top countries
—
  • Sweden9%
  • United States8%
  • Germany6%

Momentum

New reviews each month

Review pace is the clearest public read on how fast an app is winning new merchants.

01020DecFebAprJunAugOctJuicy Profit Analytics: 7 reviews in December 2025Juicy Profit Analytics: 5 reviews in January 2026Juicy Profit Analytics: 6 reviews in February 2026Juicy Profit Analytics: 9 reviews in March 2026Juicy Profit Analytics: 8 reviews in April 2026Juicy Profit Analytics: 5 reviews in May 2026Juicy Profit Analytics: 1 reviews in June 2026Juicy Profit Analytics: 6 reviews in July 2026Juicy Profit Analytics: 13 reviews in August 2026Juicy Profit Analytics: 11 reviews in September 2026Juicy Profit Analytics: 16 reviews in October 2026
Conversion CompassJuicy Profit AnalyticsCompleted months only
Free options
Free planFree trial
Free planFree trial
Monthly range
From $0 to $29/month
From $0 to $49/month
Plans
FreeFree
  • · Attribution summary by traffic source
  • · CSV export for the last 3 days
  • · Last 3 days of order conversion data
Monthly Plan$29/month
  • · Drill-down by source & medium
  • · First & last-touch attribution
  • · Full CSV export (any range)
  • · Full history: any date range
  • · Multi-session journey insights
Annual Plan$290/year
  • · All Monthly features, lower price
  • · First & last-touch attribution
  • · Full CSV export (any range)
  • · Full history: any date range
  • · Multi-session insights + save ~17%
FreeFree
  • · Advanced COGS Rules
  • · Analyze profits, costs, and ad spend
  • · Connect Claude AI via MCP
  • · Connect multiple stores
  • · Premium Support
  • · Preserve historical profit data
Starter$29/month
10-day free trial
  • · Advanced COGS Rules
  • · Analyze profits, costs, and ad spend
  • · Connect Claude AI via MCP
  • · Connect multiple stores
  • · Premium Support
  • · Preserve historical profit data
Advanced$49/month
10-day free trial
  • · Advanced COGS Rules
  • · After 500 orders / month
  • · Analyze profits, costs, and ad spend
  • · Connect Claude AI via MCP
  • · Connect multiple stores
  • · Premium Support
Coverage
8 of 13 features62%
9 of 13 features69%
Unique strengths
  • Checkout analytics
  • Data export
  • Funnel analysis
  • Historical analysis
  • Analytics dashboard
  • Pixel tracking
  • Profit insights
  • Purchase tracking
  • +1 more
Analytics
62%8/13
69%9/13
Marketing and sales
50%4/8
75%6/8
Visuals and reports
80%4/5
60%3/5
445onlybothonly
Conversion CompassJuicy Profit Analytics13 features listed across both App Store listings

Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.

See every feature
Works with also listed by another
—
  • Facebook
  • Instagram
  • Meta
How it sells itself

Stop guessing where your sales come from! Conversion Compass shows exactly which marketing channels and campaigns drive real orders—not just clicks. Track orders from Google Ads, Facebook, Instagram, email campaigns, Reddit, TikTok, and any traffic source. Complete UTM parameter data reveals which campaigns generate actual revenue. Make data-driven decisions about your marketing spend.

Juicy Profit Analytics gives you true net profit tracking, costs, and ad attribution in one profit dashboard. Attribute every sale to the exact ad and campaign that drove it, analyze profit margins with COGS and shipping cost rules, and track profitability down to the order level, including UTM tracking. Track recurring expenses and 3PL costs with a profit tracker that preserves historical data when costs change.

Key points
  • Track orders from Google, Facebook, Klaviyo, Reddit, TikTok, and more
  • Automatic UTM tracking shows source, medium, campaign, term, and content
  • Live dashboard displays order metrics and revenue totals by traffic source
  • Filter by date range, campaign, or any parameter to analyze performance
  • Analyze profits, costs, and ad spend to optimize your business decisions.
  • Track ad performance with attribution to find top-performing campaigns.
  • Add quantity-based custom COGS for detailed and accurate profitability tracking.
  • Set shipping costs by weight or quantity for accurate per-order calculations.
Screenshots
Conversion Compass results
About ScreenSubscription management screen
Order transactions fees overview
Add quantity-based custom COGS for detailed and accurate profitsFree beginner-friendly plan for new storesMobile friendly interface profit loss dashboard

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.

Showing only the rows where the apps differ.

Adoption

MeasureConversion CompassJuicy Profit Analytics
Detected storesNot published1,002as of Nov 9, 2026
Net store change, 28 days0estimated+17estimated
Stores added, 28 daysNot enough data60new and returning
Big-brand shareNot enough data6%of stores of known size
Top store categoriesNot publishedApparel & Accessories, Health & Beauty, Home & Garden
Top store countriesNot publishedSweden, United States, Germany

Reviews

MeasureConversion CompassJuicy Profit Analytics
App Store ratingNot published4.9 ★
App Store reviewsNot published106
New reviews, 28 daysNot enough dataNot enough data
Reviewers a year or more inNot enough data5%

Pricing

MeasureConversion CompassJuicy Profit Analytics
Free planYesYes
Lowest paid monthly plan$29/month$29/month
Longest free trialNot listed10 days
Plans listed33

Listing

MeasureConversion CompassJuicy Profit Analytics
Shopify category rank#618in Analytics#7(ahead)in Analytics
Shopify App ChartsNot on this week’s charts#20 in Analytics
Built for ShopifyNoYes
LaunchedJan 5, 2026Apr 9, 2025
Languages1English1English
DeveloperFront Row SalesEasyapps

FAQ

Conversion Compass and Juicy Profit Analytics: common questions

Is Conversion Compass or Juicy Profit Analytics cheaper?
Both list a free plan. Paid plans start at $29/month for Conversion Compass and $29/month for Juicy Profit Analytics. Shoplist compares base prices only between monthly plans in the same currency; usage charges and annual plans vary, so check each plan’s limits.
What features does each app list that the other doesn’t?
Conversion Compass lists 4 the others don’t mention, such as Checkout analytics, Data export, Funnel analysis, Historical analysis. Juicy Profit Analytics lists 5 the others don’t mention, such as Analytics dashboard, Pixel tracking, Profit insights, Purchase tracking. A feature missing from a listing may still be supported; this compares what each App Store listing says.
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 Oct 13, 2026 for Conversion Compass, Nov 9, 2026 for Juicy Profit Analytics; 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 Oct 13, 2026 for Conversion Compass, Nov 9, 2026 for Juicy Profit Analytics. 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.