Edpro vs FirstBridge Analytics
Two Shopify apps, side by side: detected stores, momentum, reviews, plans, listed features and who runs each. Store counts as of Oct 22, 2026 for Edpro, Oct 13, 2026 for FirstBridge Analytics.
The short answer
- Only FirstBridge Analytics lists a free plan. Paid plans start at $29/month for Edpro and $4.99/month for FirstBridge Analytics.
- Edpro lists 8 features FirstBridge Analytics’s listing doesn’t mention, including Activity tracking, Benchmarking, Custom dashboards.
Head to head
Momentum
New reviews each month
Review pace is the clearest public read on how fast an app is winning new merchants.
Basic
- · Expenses analytics
- · Manage ad spend and shop's revenue
- · Realtime profit dashboard
Free
- · 90 days of order history
- · CSV import for COGS data
- · Customer cohorts, LTV & RFM segments
- · Day-of-week sales analysis
- · Gross profit and margin tracking
- · Returns analytics & at-risk revenue
Pro
- · Everything in Free
- · Expense tracking by category
- · Orders, refunds, tax, payouts & more
- · Priority email support
- · Sales by country, state & city map
- · UTM & marketing attribution
Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.
See every featureFinally see your REAL profit numbers! Connect all ad platforms (Meta, Google, TikTok) with your Shopify data to get true ROAS calculations including COGS. Discover which products actually make money, analyze any date range, and optimize ad spend based on profit, not just sales. One dashboard replaces spreadsheets and guesswork. Built for entrepreneurs who want data-driven growth, not vanity metrics.
FirstBridge Analytics is the profit dashboard for Shopify stores that want clarity beyond revenue. Add COGS or set a default margin and see gross profit, margin, and profit per order. Track returns by product, reason, and refund value. Visualize sales by country on an interactive world map. Export every report to CSV. Built by FirstBridge Consulting.
- Analyse profit and ad sense for a specific product
- Get an overview of your shop for any date range
- See your most profitable products
- Profit dashboard — gross profit, margin, profit per order, and top products
- Sales by country world map — see which regions drive your revenue
- Returns analytics — top returned products, reasons, and at-risk revenue
- Customer cohorts, LTV, and RFM segments — see who comes back and who doesn't
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 |  Edpro |  FirstBridge Analytics |
|---|---|---|
| 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 | Edpro | FirstBridge Analytics |
|---|---|---|
| App Store rating | 5.0 ★ | Not published |
| App Store reviews | 2 | Not published |
| New reviews, 28 days | Not enough data | Not enough data |
| Reviewers a year or more in | Not enough data | Not enough data |
Pricing
| Measure | Edpro | FirstBridge Analytics |
|---|---|---|
| Free plan | Not listed | Yes |
| Lowest paid monthly plan | $29/month | $4.99/month(ahead) |
| Longest free trial | 15 days | 14 days |
| Plans listed | 1 | 2 |
Listing
| Measure | Edpro | FirstBridge Analytics |
|---|---|---|
| Shopify category rank | #528(ahead) | #1520 |
| Shopify App Charts | Not on this week’s charts | Not on this week’s charts |
| Built for Shopify | No | No |
| Launched | Oct 2, 2025 | May 19, 2026 |
| Languages | 4 | 1 |
| Developer | Edpro | Praneeth Kumar |
FAQ
Edpro and FirstBridge Analytics: common questions
- Is Edpro or FirstBridge Analytics cheaper?
- Only FirstBridge Analytics lists a free plan. Paid plans start at $29/month for Edpro and $4.99/month for FirstBridge Analytics. 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?
- Edpro lists 8 the others don’t mention, such as Activity tracking, Benchmarking, Custom dashboards, Event tracking. FirstBridge Analytics lists 6 the others don’t mention, such as Cohort analysis, Custom reports, Heatmaps, Lifetime value (LTV). 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 22, 2026 for Edpro, Oct 13, 2026 for FirstBridge Analytics; 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 22, 2026 for Edpro, Oct 13, 2026 for FirstBridge Analytics. 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.