Mcfly Analytics: LTV & Cohorts vs The Moonlighters Reporting

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 Mcfly Analytics, Jul 14, 2026 for The Moonlighters Reporting.

The short answer

  • Only Mcfly Analytics lists a free plan.
  • The Moonlighters Reporting lists 10 features Mcfly Analytics’s listing doesn’t mention, including Benchmarking, Checkout analytics, Custom dashboards.

Head to head

Open this comparison in ShoplistFree account. Every feature, store and change, side by side.
Pitch
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Categories
  • Analytics
  • Analytics
Languages
  • English
  • English
Launched
Sep 7, 2026
May 27, 2026
Built for Shopify
Not badged
Not badged
Reviews per month
—
—
Detected stores
0active installs
0active installs
Most common store size
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—
Top countries
—
—
Free options
Free planFree trial
Free planFree trial
Monthly range
From $0 to $249/month
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Plans
FreeFree
  • · 5-year sales trends and comparisons
  • · Any order volume
  • · Free forever
  • · Upgrade for LTV, cohorts and goals
Starter$29/month
7-day free trial
  • · 7-day free trial
  • · Every feature included
  • · Up to 3,000 orders per month
Growth$59/month
7-day free trial
  • · 7-day free trial
  • · Every feature included
  • · Up to 15,000 orders per month
Pro$119/month
7-day free trial
  • · 7-day free trial
  • · Every feature included
  • · Up to 100,000 orders per month
Enterprise$249/month
  • · 7-day free trial
  • · Every feature included
  • · Up to 500,000 orders per month
Free
Coverage
2 of 12 features17%
12 of 12 features100%
Unique strengths
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  • Benchmarking
  • Checkout analytics
  • Custom dashboards
  • Custom reports
  • +6 more
Analytics
17%2/12
100%12/12
Marketing and sales
20%1/5
100%5/5
Visuals and reports
14%1/7
100%7/7
0210onlybothonly
Mcfly AnalyticsThe Moonlighters Reporting12 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
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How it sells itself

Mcfly reads your store's order history and turns it into the long view. See lifetime value at 30, 90 and 365 days for every first-order month, and watch how each cohort comes back to buy again. Line up any stretch of days against the same days in up to 5 past years, aligned by weekday so Black Friday weekends line up. Set a monthly sales goal and see the daily pace you need to hit it.

The Moonlighters Reporting helps merchants view sales and marketing performance in one place by combining data from Shopify, Facebook Ads, and Google Ads. The app provides read-only reporting so merchants can analyze revenue, compare time periods, and review advertising performance across channels without switching between platforms.

Key points
  • Add spend from every platform — even billboards — next to store sales
  • See spend beside sales for the same day, including zero-spend days
  • Type a billboard or paste an Ads Manager CSV — no ad-network login
  • Customer LTV from orders, not a CRM
  • View Shopify order and revenue data in a unified reporting dashboard
  • Combine Shopify, Facebook Ads, and Google Ads data in one report
  • Analyze revenue, return on ad spend, and customer trends over time
Screenshots
Sample and Live data modes in the desk
Overview matching spend to store salesType a bill for any date rangeSpend tab: pick channels and template
Reporting table with shopify data
Reporting dashboard with charts and visuals showcasing metricsReporting dashboard with charts and spend metricsInteractive chart

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

MeasureMcfly AnalyticsThe Moonlighters Reporting
Detected storesNot publishedNot published
Net store change, 28 days0estimated0estimated
Stores added, 28 daysNot enough dataNot enough data
Big-brand shareNot enough dataNot enough data
Top store categoriesNot publishedNot published
Top store countriesNot publishedNot published

Reviews

MeasureMcfly AnalyticsThe Moonlighters Reporting
App Store ratingNot publishedNot published
App Store reviewsNot publishedNot published
New reviews, 28 daysNot enough dataNot enough data
Reviewers a year or more inNot enough dataNot enough data

Pricing

MeasureMcfly AnalyticsThe Moonlighters Reporting
Free planYesNot listed
Lowest paid monthly plan$29/monthNo monthly plan listed
Longest free trial7 daysNot listed
Plans listed5Not published

Listing

MeasureMcfly AnalyticsThe Moonlighters Reporting
Shopify category rank#1466in AnalyticsNot enough data
Shopify App ChartsNot on this week’s chartsNot on this week’s charts
Built for ShopifyNoNo
LaunchedSep 7, 2026May 27, 2026
Languages1English1English
DeveloperMcfly AdsThe Moonlighters

FAQ

Mcfly Analytics and The Moonlighters Reporting: common questions

Is Mcfly Analytics or The Moonlighters Reporting cheaper?
Only Mcfly Analytics 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.
What features does each app list that the other doesn’t?
The Moonlighters Reporting lists 10 the others don’t mention, such as Benchmarking, Checkout analytics, Custom dashboards, Custom reports. 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 Mcfly Analytics, Jul 14, 2026 for The Moonlighters Reporting; 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 Mcfly Analytics, Jul 14, 2026 for The Moonlighters Reporting. 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.