Shelf Ai 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 14, 2026 for Shelf Ai, Oct 13, 2026 for Shopedge.
The short answer
- Only Shelf Ai lists a free plan. Paid plans start at $10/month for Shelf Ai and $9/month for Shopedge.
- Shopedge lists 15 features Shelf Ai’s listing doesn’t mention, including Activity tracking, Checkout analytics, Cohort analysis.
Head to head
Momentum
New reviews each month
Review pace is the clearest public read on how fast an app is winning new merchants.
Freemium
- · 3 peers, 3 products, weekly updates
Basic
- · 3 peers, 50 products, 3x update/week
Shelf Pro
- · Unlimited - Products & Updates & 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 featureYour competitive landscape shifts every week. Shelf tracks it — monitoring peer promotions, SKUs, and marketing activity daily. Shelf's AI surfaces observations directly in your admin. Know when competitors discount and by how much. What most merchants spend hours on weekly, Shelf handles automatically. Protect your margin by acting on real intelligence instead of gut feel.
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.
- Daily competitor monitoring across promotions, SKU's, and marketing stats.
- Ai assisted peer competitor insights and analysis.
- One-click Sidekick integration to act on any competitive signal.
- 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 |  Shelf Ai |  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 | Shelf Ai | 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
Shelf Ai and Shopedge: common questions
- Is Shelf Ai or Shopedge cheaper?
- Only Shelf Ai lists a free plan. Paid plans start at $10/month for Shelf Ai 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?
- Shelf Ai lists 3 the others don’t mention, such as Analytics dashboard, Custom dashboards, Real-time tracking. Shopedge lists 15 the others don’t mention, such as Activity tracking, Checkout analytics, Cohort analysis, Custom reports. 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 14, 2026 for Shelf Ai, Oct 13, 2026 for Shopedge; 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 14, 2026 for Shelf Ai, Oct 13, 2026 for Shopedge. 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.