Shopify app
LeaderBy The Numbers ‑ AI Analytics
AI Analytics, Insights & Reports to Grow Revenue, Profit, LTV
- Rating on Shopify
- 4.9(82)
- Reviews
- 82
- Developer
- Unsupervised LLC
- Launched
- December 6, 2017
- Pricing
- Free plan available. Free trial available.
- Languages
- English
The facts
Every value below is read from the listing or computed by the published formula. Nothing is a verdict.
Bayesian rating
4.76
category median 4.61
Reviews in the last 180 days
0
from the 3 reviews on the listing page
1 and 2 star share
2%
2 of 82
Starting price
$19/month
band: $10 to $29 · 14-day trial
Pricing plans as listed on Shopify
All charges are billed in USD. Recurring and usage-based charges are billed every 30 days. See all pricing options
| Plan | Price | Billed yearly | Trial | Usage fee | Included |
|---|---|---|---|---|---|
| Free Forever | Free | not offered | none | none stated | Overview Dashboard; 14+ Ecom Reports; 90 Days Data History; 14 Day Trial of All Features |
| Starter | $19/month | not offered | 14 days | All features included - up to 100 orders/month | Ecom & ROI Reports; AI Customer Segmentation; Cohort & LTV Reports; AI Forecasting; Customer Loyalty Analysis; Integrations; Email Support |
| Growth | $39/month | not offered | 14 days | All features included - up to 500 orders/month | Ecom & ROI Reports; AI Customer Segmentation; Cohort & LTV Reports; AI Forecasting; Customer Loyalty Analysis; Integrations; Email Support |
| Pro | $89/month | not offered | 14 days | All features included - up to 3,000 orders/month | All features included, plus:; Video Onboarding Calls; Priority Email & Video Support |
Rating distribution
82 ratings on the listing when last refreshed.
- 5 stars79(96%)
- 4 stars1(1%)
- 3 stars0(0%)
- 2 stars0(0%)
- 1 star2(2%)
Latest reviews
The 3 most recent of 3 on-page reviews, quoted to at most 25 words each. Full reviews are on the Shopify listing.
5 starsMar 24, 2026Mumu ApparelUnited StatesAbout 2 months using the app
"I've been using the app for a month or so now and haven't even used a lot of the features yet. As I've been getting ..."
5 starsOct 9, 2025Repêchage®United StatesAbout 1 month using the app
"Incredible Insights & Outstanding Support! By The Numbers has completely transformed how we understand our business. The tool gives us so much valuable data and ..."
5 starsSep 9, 2025uniballUnited StatesOver 1 year using the app
"By the Numbers has honestly been a huge help in taking our Direct-to-Consumer marketing to the next level. The tool makes it so easy to ..."
Screenshots
5 of 11 listing screenshots, composed as review cards. Captions are the developer's own.
1 of 5: Analytics LTV, Dashboards Reports in one powerful platform 
2 of 5: Analytics and Reports on LTV, Lifetime, Loyalty, Cohort and more 
3 of 5: Reports and dashboards on RFM, CLV, CLTV, LCV, ROI, ROAS 
4 of 5: AI Analytics, Dashboard Reporting for customer behavior insights 
5 of 5: Meta Pixel for unified reports on ads performance & conversions
Features Shopify lists for this app
Feature handles from the listing, grouped as Shopify groups them.
Customer behavior
- Activity tracking
- Segmentation
- Lifetime value (LTV)
- Loyalty analysis
- Cohort analysis
Marketing and sales
- AI insights
- Marketing attribution
- ROAS
- Profit insights
- Purchase tracking
- Funnel analysis
- UTM tracking
- Pixel tracking
Visuals and reports
- Heatmaps
- Analytics dashboard
- Custom dashboards
- Multi-store reports
- Benchmarking
- Custom reports
- Data export
- Historical analysis
- Forecasting
- Report scheduling
- GDPR compliance
Targeting
- Audience segments
- Custom audiences
- Device
- Event-based
- Location-based
- Behavior
- Platform
- Product category
- Time-based
- AI targeting
- Retargeting
Campaign management
- AI optimization
- Automated campaigns
Performance analytics
- Performance tracking
- Ad spend
- ROI analysis
- Click-through rates
- Conversion tracking
- Cost per acquisition
- Dashboards
- Impression counts
- UTM attribution
- Traffic source
Works with
Third-party integrations link to their hub when 5 or more apps name them. Shopify's own surfaces are listed separately and never counted as integrations.
Shopify surfaces: Checkout
Data access
As disclosed on the listing. Never scored.
View customer data
Sensitive data, device and activity data
- Sensitive data: Name, email address, phone number, physical address
- Device and activity data: Geolocation, IP address, browser and operating system, browsing behavior, client ID cookie
View staff and contributor data
Store owner
- Store owner: Name, email address, phone number, physical address
View and edit store data
Customers, products, orders, marketing, store analytics
- View customers: Customer data, browsing behavior
- View products: Inventory, products, collections
- View orders: All order history
- View marketing: Marketing events
- Edit store analytics: Analytics, web pixels, reports
- View other data: Locations
Developer
Unsupervised LLC
- Apps in the dataset:
- 2
- Address:
- 548 Market St #49691, San Francisco, CA, 94104, US
- Website:
- bythenumbersapp.com
- Support email domain:
- bythenumbersapp.com
- English support:
- yes
- Resources:
- Privacy policy, FAQ, Tutorial
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Shopify's own similar-apps list first, then apps in the same category that share the most feature handles.
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From the Shopify listingDeveloper claims, shown verbatim and collapsed. 94 words.Show
- Analytics: Get powerful analytics insights and easily generate custom dashboards
- Reports: Smart reports and pro insights with AI agents and MCP connector
- Dashboards: Analyze key metrics - LTV, CLV, CAC, ROAS, RFM, Cohort and much more
- Segments: Build customer segments and sync with your ad platforms to boost ROAS
- Ads Pixel: Unify your conversions data from any Meta & Google for ROAS reporting
Analytics & Reports with AI Insights. Make smart decisions fast to boost conversions, profit and LTV
Analytics 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 behaviour across channels. Use the inbuiilt AI copilot to get answers to your biggest growth questions. Connect your AI agent with MCP to get even deeper analytics and insights.
Questions and comments
Questions people ask about By The Numbers ‑ AI Analytics, answered from what this page shows. Entries marked Site editor are written by the EcomAppReviews editor. Reader comments appear after a person has read and approved them, usually within a day. E-mail addresses are never published.
Last updated Oct 23, 2026. Ratings and review counts are the values shown on each app's public listing. How the numbers are computed: methodology.
82 reviews counted on the listing. Rating and count in the structured data are the values Shopify displayed when the listing was last refreshed.