By the Numbers ‑ AI Analytics vs Lifetimely Profit Analytics
Two Shopify apps, side by side: detected stores, momentum, reviews, plans, listed features and who runs each. Store counts as of Nov 8, 2026.
The short answer
- Lifetimely Profit Analytics is detected on 3.1× as many Shopify stores as By the Numbers: 28 vs 9 as of Nov 8, 2026.
- On the Shopify App Store: By the Numbers 4.9 from 82 reviews and Lifetimely Profit Analytics 4.9 from 608 reviews.
- Both list a free plan. Paid plans start at $19/month for By the Numbers and $49/month for Lifetimely Profit Analytics.
- By the Numbers lists 25 features Lifetimely Profit Analytics’s listing doesn’t mention, including Ad spend, AI optimization, AI targeting.
Head to head
Metrics, forecasting, prediction, analytics and sales reports.
Analytics & Reports: Lifetime Value, Profit, Marketing KPIs...
- United Kingdom
- United States
- Canada
- United States
- United Kingdom
- Australia
Momentum
New reviews each month
Review pace is the clearest public read on how fast an app is winning new merchants.
Free Forever
- · 14 Day Trial of All Features
- · 14+ Ecom Reports
- · 90 Days Data History
- · Overview Dashboard
Starter
- · AI Customer Segmentation
- · AI Forecasting
- · Cohort & LTV Reports
- · Customer Loyalty Analysis
- · Ecom & ROI Reports
- · Email Support
Growth
- · AI Customer Segmentation
- · AI Forecasting
- · Cohort & LTV Reports
- · Customer Loyalty Analysis
- · Ecom & ROI Reports
- · Email Support
Pro
- · All features included, plus:
- · Priority Email & Video Support
- · Video Onboarding Calls
FREE
- · Benchmarks
- · Custom reports & dashboards
- · Customer behavior analytics
- · Daily profit & loss
- · Predictive LTV model
- · Product performance insights
S
- · 24/7 support
- · Add Amazon data for $75 / Month
- · All features
- · Lifetimely MCP
- · Lifetimely Profit Agent
- · Unlimited integrations
M
- · 24/7 support
- · Add Amazon data for $75 / Month
- · All features
- · Lifetimely MCP
- · Lifetimely Profit Agent
- · Unlimited integrations
L
- · 24/7 support
- · Add Amazon data for $75 / Month
- · All features
- · Lifetimely MCP
- · Lifetimely Profit Agent
- · Unlimited integrations
Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.
See every featureAnalytics and reports with pro-level dashboards, reporting, pixel and segments - all in one app. Analyze customer data and get metrics on sales, revenue, profit, loyalty, lifetime - RFM, LTV, CLTV, CAC, ROAS, Cohort and more. Connect your existing data and analytics platforms to improve your understanding of customer behavior across channels.
Build a more profitable business with confidence to grow. Know your true profit, understand your customers and turn analytics into action. Track net-profit, CAC, LTV and retention with real-time P&L reports, customer cohorts & dashboards. Discover profitable products, customers and marketing channels. Increase repeat purchases, subscription & email revenue, improve margins & reach profitability sooner.
- Discover Segments, Channels & Products influencing Customer Lifetime Value (LTV)
- Dashboard KPIs: Customers, Sales, Products, Ads, Cohorts, Repurchase Rate & more
- Sync customer lists with 1-click integrations: Google Ads, Klaviyo & more
- Build loyalty, maximize ROAS & stop customers defecting to other brands
- P&L- Make decisions with key metrics on one real-time dashboard (Shopify+Amazon)
- LTV insights- Measure CLTV for audience segments for long term growth
- Cohort Analysis- see CAC & Revenue trends for channel and audience segments
- Product Analytics- Supercharge repurchase rate with Purchasing Journey insights
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 |  By the Numbers |  Lifetimely Profit Analytics |
|---|---|---|
| Detected stores | 9 | 28(ahead) |
| Net store change, 28 days | 0 | 0 |
| Stores added, 28 days | Not enough data | Not enough data |
| Big-brand share | Not enough data | Not enough data |
| Top store categories | Health & Beauty, Apparel & Accessories, Home & Garden | Health & Beauty, Apparel & Accessories, Food, Beverages & Tobacco |
| Top store countries | United Kingdom, United States, Canada | United States, United Kingdom, Australia |
Reviews
| Measure | By the Numbers | Lifetimely Profit Analytics |
|---|---|---|
| App Store rating | 4.9 ★ | 4.9 ★ |
| App Store reviews | 82 | 608(ahead) |
| New reviews, 28 days | 0 | 51(ahead) |
| Reviewers a year or more in | Not enough data | 57% |
Pricing
| Measure | By the Numbers | Lifetimely Profit Analytics |
|---|---|---|
| Free plan | Yes | Yes |
| Lowest paid monthly plan | $19/month(ahead) | $49/month |
| Longest free trial | 14 days | 14 days |
| Plans listed | 4 | 4 |
Listing
| Measure | By the Numbers | Lifetimely Profit Analytics |
|---|---|---|
| Shopify category rank | #199 | #30(ahead) |
| Shopify App Charts | #11 on Featured by Shopify in Analytics | #1 on Review surge in Analytics |
| Built for Shopify | No | No |
| Launched | Dec 6, 2017 | Feb 19, 2019 |
| Languages | 1 | 1 |
| Developer | Unsupervised LLC | Lifetimely |
FAQ
By the Numbers and Lifetimely Profit Analytics: common questions
- Which is more popular, By the Numbers or Lifetimely Profit Analytics?
- Lifetimely Profit Analytics is detected on 3.1× as many Shopify stores as By the Numbers: 28 vs 9 as of Nov 8, 2026.
- Is By the Numbers or Lifetimely Profit Analytics cheaper?
- Both list a free plan. Paid plans start at $19/month for By the Numbers and $49/month for Lifetimely 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.
- Which has better reviews, By the Numbers or Lifetimely Profit Analytics?
- On the Shopify App Store: By the Numbers 4.9 from 82 reviews and Lifetimely Profit Analytics 4.9 from 608 reviews.
- What features does each app list that the other doesn’t?
- By the Numbers lists 25 the others don’t mention, such as Ad spend, AI optimization, AI targeting, Audience segments. Lifetimely Profit Analytics lists 6 the others don’t mention, such as Activity tracking, Checkout analytics, Funnel analysis, Pixel 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 Nov 8, 2026; 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. 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.