By the Numbers ‑ AI Analytics vs LyftAI — AI Analytics & Growth
Two Shopify apps, side by side: detected stores, momentum, reviews, plans, listed features and who runs each. Store counts as of Nov 8, 2026 for By the Numbers, Oct 13, 2026 for LyftAI.
The short answer
- Only By the Numbers lists a free plan. Paid plans start at $19/month for By the Numbers and $69/month for LyftAI.
- By the Numbers lists 45 features LyftAI’s listing doesn’t mention, including Ad spend, AI insights, AI optimization.
Head to head
Metrics, forecasting, prediction, analytics and sales reports.
- United Kingdom
- United States
- Canada
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
Starter Plan
- · 2 team seats
- · AI Website Scanner (CRO)
- · AI marketing agents
- · All tools included — analytics, AI agent
- · KPI Brain — daily AI read
- · Meta & Google Ads analytic
Growth Plan
- · 24-month data history
- · 5 team seats
- · Ad-level Meta Detail + creative-fatigue
- · Competitor & price intelligence
- · Everything in Starter, plus
- · Extended Creative Lab (AI)
Scale Plan
- · 2,000–7,000 orders/month
- · Incrementality (MMM-lite) + LTV : CAC
- · Inventory &productlevel P&L intelligence
- · Maximum Creative Lab (AI)
- · Performance Agent AI — proactive actions
- · Unlimited data history
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.
LyftAI unifies your store data into a single AI-driven analytics workspace. • Accurate sales KPIs: revenue net of refunds, AOV, orders, new vs returning customers • Lifetime value, cohorts and retention • Attribution and performance (connect Meta, GA4, Klaviyo separately) • An AI team (CEO, CFO, Ads, CRO, Data…) that analyzes your data and answers your questions • Automatic reports and PDF export 100% read-only —…
- 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
- Sales KPIs net of refunds: revenue, AOV, orders, new vs returning customers Life
- Lifetime value, cohort and retention analysis for your customers
- AI assistants that read your data and answer questions in chat or voice
- Automatic performance reports with one-click PDF export
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 |  LyftAI |
|---|---|---|
| Detected stores | 9 | Not published |
| 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 | Not published |
| Top store countries | United Kingdom, United States, Canada | Not published |
Reviews
| Measure | By the Numbers | LyftAI |
|---|---|---|
| App Store rating | 4.9 ★ | Not published |
| App Store reviews | 82 | Not published |
| New reviews, 28 days | 0 | Not enough data |
| Reviewers a year or more in | Not enough data | Not enough data |
Pricing
| Measure | By the Numbers | LyftAI |
|---|---|---|
| Free plan | Yes | Not listed |
| Lowest paid monthly plan | $19/month(ahead) | $69/month |
| Longest free trial | 14 days | 14 days |
| Plans listed | 4 | 3 |
Listing
| Measure | By the Numbers | LyftAI |
|---|---|---|
| Shopify category rank | #199 | #93 |
| Shopify App Charts | #11 on Featured by Shopify in Analytics | Not on this week’s charts |
| Built for Shopify | No | No |
| Launched | Dec 6, 2017 | Jun 25, 2026 |
| Languages | 1 | 1 |
| Developer | Unsupervised LLC | Marino |
FAQ
By the Numbers and LyftAI: common questions
- Is By the Numbers or LyftAI cheaper?
- Only By the Numbers lists a free plan. Paid plans start at $19/month for By the Numbers and $69/month for LyftAI. 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?
- By the Numbers lists 45 the others don’t mention, such as Ad spend, AI insights, AI optimization, AI targeting. 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 for By the Numbers, Oct 13, 2026 for LyftAI; 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 for By the Numbers, Oct 13, 2026 for LyftAI. 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.