Breef vs Shopedge | AI Analytics
Two Shopify apps, side by side: detected stores, momentum, reviews, plans, listed features and who runs each. Store counts as of Oct 13, 2026.
The short answer
- Only Breef lists a free plan. Paid plans start at $12.90/month for Breef and $9/month for Shopedge.
- Shopedge lists 8 features Breef’s listing doesn’t mention, including Checkout analytics, Cohort analysis, Data export.
Head to head
Momentum
New reviews each month
Review pace is the clearest public read on how fast an app is winning new merchants.
Breef Lite
- · Daily email delivery
- · Forever free - no credit card
- · Gross sales, orders, and AOV
- · Manual ad spend entry
- · Top selling product tracking
Breef Pro
- · AI-powered daily insights
- · Everything in Lite
- · MER, CPA, and efficiency tracking
- · Meta Ads integration (Google Ads coming
- · Telegram delivery
- · True Profit after ad spend & COGS
Breef Max
- · Advanced AI insights
- · Bleed Alert for wasted ad spend
- · Everything in Pro
- · Net Sentiment day rating
- · Platform breakdown per channel
- · Priority support
Starter
- · 15 Requests/Month
- · Ready-Made Playbooks
- · Shopify Native + 2 External Integrations
Advanced
- · 20 Custom Playbooks
- · 5 Automations
- · 50 Requests/Month
- · Ready-Made Playbooks
- · Shopify Native + 3 External Integrations
Pro
- · 90 Requests/Month
- · Ready-Made Playbooks
- · Shopify Native + All Integrations
- · Unlimited Automations
- · Unlimited Custom Playbooks
Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.
See every featureBreef connects your Shopify store with Meta and Google Ads, delivering a daily Morning Brief via Email, Telegram, or Slack. Get True Profit (sales minus ad spend minus COGS), MER across all channels, ad performance breakdown, smart alerts (Bleed Alert for wasted spend, Window Shopper for products with views but no sales), AI-powered insights with action plans, and week-over-week comparisons. Setup takes 2 minutes.
Talk to your data. Ask real questions. Get real answers. Stop guessing across dashboards. Shopedge is your AI analyst inside Shopify -connecting the data that runs your business. Integrations: • Shopify (Sales & Inventory) • Google Analytics (GA4) • Klaviyo (Email & SMS) • Meta Ads • Recharge • Google Ad - NOW LIVE! Analyze profit, LTV, attribution, retention, and inventory.
- See your real profit after ad spend and COGS — not just revenue
- Meta, Google, and TikTok ad spend synced automatically to track true profit
- Daily AI analysis with action plans, not just raw data dashboards
- Bleed Alert catches wasted spend. Window Shopper finds broken products
- Natural-language questions and answers inside Shopify
- Direct integrations for a true 360° business view
- Analyst-level LTV, retention, and attribution insights
- Source-linked answers across store, ads, and operations
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 |  Breef |  Shopedge |
|---|---|---|
| Detected stores | Not published | 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 | Not published | Not published |
| Top store countries | Not published | Not published |
Reviews
| Measure | Breef | Shopedge |
|---|---|---|
| App Store rating | Not published | 5.0 ★ |
| App Store reviews | Not published | 7 |
| New reviews, 28 days | Not enough data | Not enough data |
| Reviewers a year or more in | Not enough data | Not enough data |
FAQ
Breef and Shopedge: common questions
- Is Breef or Shopedge cheaper?
- Only Breef lists a free plan. Paid plans start at $12.90/month for Breef and $9/month for Shopedge. 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?
- Breef lists 4 the others don’t mention, such as Analytics dashboard, Multi-store reports, Notifications, Report scheduling. Shopedge lists 8 the others don’t mention, such as Checkout analytics, Cohort analysis, Data export, Funnel analysis. 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 Oct 13, 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 Oct 13, 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.