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By the Numbers ‑ AI Analytics vs Snapchat Ads
Side-by-side comparison
By the Numbers ‑ AI Analytics
Analytics & Reports with AI Insights. Make smart decisions fast to boost conversions, profit and LTV
shopifyFree plan available
At a glance
| Metric | By the Numbers ‑ AI Analytics | Snapchat Ads |
|---|---|---|
| Rating | ★ 4.9 ★ | 4.6 ★ |
| Total reviews | 82 | ★ 700 |
| Free plan | Yes | Yes |
| Pricing | Free plan available | Free to install |
| Built for Shopify | — | ★ Yes |
| Pricing tiers | ★ 4 tiers | 1 tier |
| Listed features | ★ 5 | 4 |
| Featured placements | — | 5 |
| Languages | 1 supported | 1 supported |
| Listed since | Dec 2017 | Nov 2018 |
AppRanks verdict
Generated from live data on this pageThe call
By the Numbers and Snapchat Ads each lead on different measured dimensions — pick by the one that matters most to you.
Where By the Numbers leads
- Higher average rating: 4.9★ vs 4.6★.
- Lists AI insights, AI optimization and AI targeting (+41 more) in its marketplace category features; Snapchat Ads doesn't.
Where Snapchat Ads leads
- More published reviews: 700 vs 82.
- Ranks higher in Ads: #6 vs #107 of 455.
- Lists Engagement metrics and Pixel management in its marketplace category features; By the Numbers doesn't.
How this is generated
Built only from the Shopify App Store listing data shown on this page. AppRanks does not accept payment to influence comparisons. Read the methodology
Read each app's audit: By the Numbers ‑ AI Analytics audit • Snapchat Ads audit
1. Listing metadata
Field-level data| Field | By the Numbers ‑ AI Analytics | Snapchat Ads |
|---|---|---|
| Tagline | ||
| Listing audit | 88/100 listing audit | 82/100 listing audit |
| Screenshots | images | images |
| Languages | ||
| Platforms | ||
| Developer | ||
| Listed |
2. Pricing & plans
Marketplace-listed plans · paid plans cheapest first, not matched tier-for-tierTier
By the Numbers ‑ AI Analytics
Snapchat Ads
Free plan
Free
Free
- Overview Dashboard
- 14+ Ecom Reports
- 90 Days Data History
- 14 Day Trial of All Features
Free to install
Free
- Free Free to install Free to install. Additional charges may apply.
Paid plans
Starter
- Ecom & ROI Reports
- AI Customer Segmentation
- Cohort & LTV Reports
- AI Forecasting
- Customer Loyalty Analysis
- Integrations
- Email Support
Growth
- Ecom & ROI Reports
- AI Customer Segmentation
- Cohort & LTV Reports
- AI Forecasting
- Customer Loyalty Analysis
- Integrations
- Email Support
Pro
- All features included, plus:
- Video Onboarding Calls
- Priority Email & Video Support
No paid plans listed
3. Features
As listed by each developerBy the Numbers ‑ AI Analytics
- 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
Snapchat Ads
- Sync your product catalog to create dynamic ads that showcase the right products
- Install the Snap Pixel in one click to improve ad performance and reporting
- Reach the 946M+ global active users that open Snapchat over 30 times a day
- Drive performance across the funnel, from discovery to purchase
4. Categories & rankings
Shared categories on the same row · in-category position inline5. Category features
Marketplace-curated features per categoryAnalytics0 shared · 24 total
Only in By the Numbers ‑ AI Analytics
- Activity tracking
- Cohort analysis
- Lifetime value (LTV)
- Loyalty analysis
- Segmentation
- AI insights
- Funnel analysis
- Marketing attribution
- Pixel tracking
- Profit insights
- Purchase tracking
- ROAS
- UTM tracking
- Analytics dashboard
- Benchmarking
- Custom dashboards
- Custom reports
- Data export
- Forecasting
- GDPR compliance
- Heatmaps
- Historical analysis
- Multi-store reports
- Report scheduling
Only in Snapchat Ads
None
Ads4 shared · 26 total
Only in By the Numbers ‑ AI Analytics
- AI targeting
- Audience segments
- Behavior
- Custom audiences
- Device
- Event-based
- Location-based
- Product category
- Retargeting
- Time-based
- AI optimization
- Automated campaigns
- Click-through rates
- Cost per acquisition
- Dashboards
- Impression counts
- ROI analysis
- Traffic source
- UTM attribution
Only in Snapchat Ads
- Pixel management
- Engagement metrics
Listed by both (4)
- Platform
- Ad spend
- Conversion tracking
- Performance tracking
6. Search rankings
Top 5 keywords · shared rankings prioritized| Keyword | By the Numbers ‑ AI Analytics | Snapchat Ads |
|---|---|---|
| scroll to | Not ranked | #1 |
| ad network management | Not ranked | #2 |
| scroll | Not ranked | #3 |
| custom reports analytics | #19 | Not ranked |
| ai insights | #20 | Not ranked |
7. Featured placements & badges
Editorial visibilityBy the Numbers ‑ AI Analytics0 all-time · 0 recent
Not featured in any section recently.
Snapchat Ads5 all-time · 5 recent
- category · Recommended marketing and conversion appsNovember 12, 2026
- category · Recommended advertising appsNovember 12, 2026
- category · AdsNovember 12, 2026
- home · recommended-for-you-bfsNovember 12, 2026
- home · Get the best apps for your business with Built for ShopifyNovember 9, 2026
8. Activity in the last 90 days
Tracked changes · pricing, features, copy, screenshotsBy the Numbers ‑ AI Analytics · 8 changes
- Nov 2descriptionListing copy updated
- Nov 2descriptionListing copy updated
- Nov 2descriptionListing copy updated
- Nov 2descriptionListing copy updated
- Oct 14descriptionListing copy updated
- Oct 11descriptionListing copy updated
- Oct 11descriptionListing copy updated
- Sep 18descriptionListing copy updated
Snapchat Ads · 7 changes
- Nov 5descriptionListing copy updated
- Nov 3descriptionListing copy updated
- Nov 3descriptionListing copy updated
- Nov 3descriptionListing copy updated
- Nov 2descriptionListing copy updated
- Oct 21descriptionListing copy updated
- Oct 20descriptionListing copy updated
9. App details
Long-form descriptionBy the Numbers ‑ AI Analytics
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 behavior across channels. Use the built-in AI copilot to get answers to your biggest growth questions. Connect your AI agent with MCP to get even deeper analytics and insights.
Snapchat Ads
Join thousands of Shopify merchants using the Snapchat Ads App to drive real results. Snapchat isn’t just another social platform, it’s where people connect, create, and engage with the brands they care about. Because Snapchat is built around real conversations and participation, your ads show up in an environment designed for attention, not passive scrolling. The Snapchat Ads App makes it simple to launch, optimize, and scale campaigns that drive measurable ecommerce performance.
Frequently asked
Common questions about this comparisonIs By the Numbers ‑ AI Analytics or Snapchat Ads cheaper?
Both By the Numbers ‑ AI Analytics and Snapchat Ads offer a free plan. By the Numbers ‑ AI Analytics lists no paid plan with a published price; Snapchat Ads lists no paid plan with a published price. Prices are as listed on the Shopify App Store; check what each tier includes in the Pricing section above.
Which has better reviews, By the Numbers ‑ AI Analytics or Snapchat Ads?
By the Numbers ‑ AI Analytics has the higher average rating (4.9★ from 82 reviews) compared to Snapchat Ads (4.6★ from 700 reviews). Both are tracked daily by AppRanks, so the figures here update each refresh cycle.
Should I choose By the Numbers ‑ AI Analytics or Snapchat Ads?
By the Numbers ‑ AI Analytics holds the higher average rating (4.9★ vs 4.6★). That is the one dimension AppRanks can separate them on here — read both apps' detail pages for the feature breakdown and recent listing changes.
Which is faster to set up, By the Numbers ‑ AI Analytics or Snapchat Ads?
Both apps are one-click installs from the Shopify App Store. AppRanks doesn't measure setup time directly; Snapchat Ads has more published reviews to read for user-reported install experience (700 vs 82).
Which works better for small vs large Shopify App Store merchants?
AppRanks cannot say which fits a larger or smaller operation — there is no store-size measurement in the Shopify App Store data. What it can show: By the Numbers ‑ AI Analytics has 82 published reviews; Snapchat Ads has 700 published reviews. Compare plan limits and pricing tiers against your own volume.
Can I migrate data between By the Numbers ‑ AI Analytics and Snapchat Ads?
Migration support varies by app and category. By the Numbers ‑ AI Analytics and Snapchat Ads both publish their export options on their marketplace listing pages (or in their support docs); some apps offer one-click import from competitors, others require CSV. The fastest check: search "import from By the Numbers ‑ AI Analytics" in each app's help center. AppRanks does not track migration tooling directly — this is a category-specific capability worth verifying before commitment.
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