By the Numbers ‑ AI Analytics vs Revoa: Fulfillment & AI Agents
Two Shopify apps, side by side: detected stores, momentum, reviews, plans, listed features and who runs each. Store counts as of Nov 9, 2026.
The short answer
- By the Numbers is detected on 9× as many Shopify stores as Revoa: 9 vs 1 as of Nov 9, 2026.
- Only By the Numbers lists a free plan. Paid plans start at $19/month for By the Numbers and $29/month for Revoa.
- By the Numbers lists 34 features Revoa’s listing doesn’t mention, including Ad spend, AI optimization, AI targeting.
Head to head
Metrics, forecasting, prediction, analytics and sales reports.
- United Kingdom
- United States
- Canada
- 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
Startup
- · Up to 100 Monthly orders
Momentum
- · Up to 300 Monthly orders
Scale
- · Up to 1000 Monthly orders
Enterprise
- · Unlimited Monthly orders
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.
Revoa sources your products and auto-fulfills every order. It knows your business inside out. Enable Helpdesk AI to answer emails and resolve order issues, preventing most chargebacks and disputing the rest. Ad Pilot puts your ad platforms in one view with profit metrics. Deploy your AI media buyer to scale profit and kill waste.
- 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
- Auto-Fulfill Dropshipping Orders: Track warehouse inventory & processing times
- Resolution Center: Quickly populate send-ready emails with full order context
- Unified Ad Manager: Meta, TikTok, and Google ads with built-in profit metrics
- AI Insights: Discover optimization opportunities across your entire business
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 |  Revoa |
|---|---|---|
| Detected stores | 9(ahead) | 1 |
| 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 | Home & Garden |
| Top store countries | United Kingdom, United States, Canada | Canada |
Reviews
| Measure | By the Numbers | Revoa |
|---|---|---|
| App Store rating | 4.9 ★ | Not published |
| App Store reviews | 82 | Not published |
| New reviews, 28 days | 1 | Not enough data |
| Reviewers a year or more in | Not enough data | Not enough data |
Pricing
| Measure | By the Numbers | Revoa |
|---|---|---|
| Free plan | Yes | Not listed |
| Lowest paid monthly plan | $19/month(ahead) | $29/month |
| Longest free trial | 14 days | 14 days |
| Plans listed | 4 | 4 |
Listing
| Measure | By the Numbers | Revoa |
|---|---|---|
| Shopify category rank | #201 | #66 |
| Shopify App Charts | #11 on Featured by Shopify in Analytics | #2 in Sourcing options - Other |
| Built for Shopify | No | No |
| Launched | Dec 6, 2017 | Jun 3, 2026 |
| Languages | 1 | 1 |
| Developer | Unsupervised LLC | Revoa |
FAQ
By the Numbers and Revoa: common questions
- Which is more popular, By the Numbers or Revoa?
- By the Numbers is detected on 9× as many Shopify stores as Revoa: 9 vs 1 as of Nov 9, 2026.
- Is By the Numbers or Revoa cheaper?
- Only By the Numbers lists a free plan. Paid plans start at $19/month for By the Numbers and $29/month for Revoa. 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 34 the others don’t mention, such as Ad spend, AI optimization, AI targeting, Audience segments. Revoa lists 12 the others don’t mention, such as Analytics, Batch processing, Custom packaging, Event 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 9, 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 9, 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.