Best Shopify SaaS Analytics Tools 2026: Top Mantle Alternatives

If you build Shopify apps, you already know why this article exists: Mantle is shutting down, and every Shopify app developer who relied on Mantle for analytics, revenue tracking, and app store visibility is now searching for the best Shopify SaaS analytics tools to replace it. This guide covers the best Shopify app analytics alternatives to Mantle, ranked and compared, with a focus on Shopify SaaS analytics, SaaS app revenue analytics, SaaS Partner analytics dashboards, and app store rank tracking.

Mantle announced its wind-down on June 16, 2026. Most Mantle services stop on August 14, 2026, and Mantle billing accounts get until September 30, 2026 before Mantle shuts everything down for good. Mantle was more than a Shopify analytics tool. Mantle bundled MRR tracking, churn analytics, billing, affiliates, helpdesk, email, and Shopify App Store rank tracking (SASI) into one dashboard. Now that Mantle is going away, Shopify app teams need app analytics tools that can replace what Mantle did, and this article walks through the best Shopify analytics tools available today.

Why the Mantle Shutdown Matters for Shopify App Analytics

Mantle wasn't a small player in Shopify app analytics. Mantle was the default SaaS analytics platform for hundreds of Shopify app teams who needed to track MRR, ARR, churn, and installs without building a custom analytics stack. When Mantle shuts down, that Shopify app analytics gap doesn't get automatically filled, developers have to actively choose a Shopify analytics tool to replace Mantle before their data disappears.

Because Mantle plans to delete stored data after the wind-down, exporting your Mantle data before the deadline matters more than picking the "perfect" Shopify app analytics alternative on day one. Once your Mantle data is safely exported, the real decision is: which Shopify analytics tool actually replaces what Mantle did for Shopify app revenue analytics, Shopify app store rank tracking, and day-to-day Shopify SaaS analytics?

Below are the best Shopify analytics tools and Shopify app analytics alternatives worth evaluating in 2026.

1. Elevate by Marmeto, Best Overall Mantle Analytics Alternative

Elevate by Marmeto is the top pick among Shopify analytics tools built specifically to replace Mantle's analytics module. Elevate was built around the same metric structure Mantle developers already know; MRR, ARR, churn, revenue churn, installs, and customer LTV, which makes Elevate one of the fastest Shopify SaaS analytics platforms to switch to if your Mantle usage was mostly "check MRR and churn daily."

Why Elevate ranks first among Shopify app analytics alternatives to Mantle:

• Same metric structure as Mantle, so there's close to zero learning curve moving from Mantle to Elevate

• Live self-serve sign-up; no waitlist, connect your Shopify Partner account and start tracking Shopify app revenue analytics the same day

• Elevate includes Orbit, Marmeto's affiliate platform, which also replaces Mantle's affiliate module

• Free to start, which matters for smaller Shopify app teams migrating off Mantle on a deadline

• Powerful SaaS analytic features like Review checker, Installed apps checker, daily snapshots and more.

Worth knowing: Elevate is published and promoted by Marmeto, so if you're comparing Shopify analytics tools independently, it's worth testing Elevate alongside at least one other Mantle analytics alternative before committing, which is exactly why this article also covers App Store Pulse and native Shopify analytics below.

For the exact click-by-click steps, Marmeto has published a full walkthrough: How to Connect Your Shopify App Store Data to Elevate. 

2. App Store Pulse; Best for Combined Shopify App Store Rank Tracking + Revenue Analytics

App Store Pulse, built by Shopify app developer Mat De Sousa, is the second Shopify analytics alternative worth putting at the top of your list, and it's one of the only Shopify app analytics tools that combines Shopify app store rank tracking with Shopify app revenue analytics in a single dashboard.

App Store Pulse added its Revenue & Churn module the same week Mantle announced its shutdown, directly in response to the gap Mantle left for Shopify app developers. That means App Store Pulse now covers:

App Store Pulse features (Shopify app store rank tracking):

• Keyword tracking with daily email alerts when your Shopify App Store keyword rank changes

• Competitor tracking. Get notified when a competitor app changes its Shopify App Store listing

• Competitor tracking for new apps entering the market for your target keywords

• Reviews analysis across your Shopify App Store category to surface feature opportunities

• Listing analytics: which keywords bring installs, installation rate, top traffic sources

• AI-powered listing optimizer with a listing score and optimization suggestions

• App Store Insights: how many new apps launched in a date range, which developers are launching the most apps, top categories

• App Gallery: search the Shopify App Store by filters (Built for Shopify badge, language, review count)

App Store Pulse features (Shopify SaaS analytics, new as of the Mantle shutdown):

• MRR tracking

• Churn tracking

• Installation rate tracking

• Net revenue tracking

• Historical data for all of the above

Because App Store Pulse tracks both Shopify app store rank and Shopify SaaS analytics in real time, it's a strong Mantle alternative for developers who used Mantle's SASI (App Store rank tracking) module alongside Mantle's analytics module; two things most other Mantle alternatives split across separate tools.

3. Shopify's Native Analytics; Best Free, Built-In Starting Point

Before adding a third-party Shopify analytics tool, it's worth checking what Shopify's own analytics can already track. Shopify's native analytics dashboard gives every merchant and Shopify Partner account access to core reports, and Shopify has been expanding native analytics steadily through 2026 as part of its broader Shopify App Pricing rollout.

Shopify's native analytics won't replace everything Mantle did. It doesn't track third-party Shopify App Store keyword rank, and it isn't built around SaaS metrics like MRR and churn out of the box but combined with the Shopify Partner Dashboard's own reporting, native Shopify analytics is a reasonable Shopify Partner analytics dashboard starting point while you evaluate dedicated Mantle alternatives like Elevate or App Store Pulse.

4. Letsmetrix; Best Free Shopify App Analytics Alternative

Letsmetrix positions itself directly as a Mantle alternative for Shopify app developers, with a free tier covering core Shopify app analytics: MRR, churn, growth, and app performance. Letsmetrix is built specifically for the Shopify app ecosystem rather than general SaaS, so the metrics map closely to how Shopify app businesses actually track revenue.

Letsmetrix isn't a billing platform and isn't a helpdesk, so if you used Mantle for those modules, you'll still need a separate tool, but for Shopify app developers whose Mantle usage was analytics-first, Letsmetrix is a no-cost way to keep tracking MRR, churn, growth, and app store performance after Mantle shuts down.

5. Polar Analytics; Best for Broader Shopify SaaS Analytics and Multi-Source Attribution

Polar Analytics is a heavier-weight Shopify analytics tool built for ecommerce brands and Shopify app teams that need multi-source marketing BI; attribution across ads, email, and 45+ data sources rather than a narrow Mantle-style MRR dashboard. Polar Analytics is priced higher than the other Mantle alternatives on this list (roughly $470–750/month depending on scale), so it fits teams that have outgrown a simple Shopify SaaS analytics dashboard and need deeper attribution and a governed data warehouse alongside their core Shopify app analytics.

How to Check, Track, and Rank Each Shopify App Analytics Alternative

Before you pick a Shopify analytics tool, check how each tool handles four things: keyword tracking, competitor tracking, app store listing visibility, and rank tracking inside the Shopify App Store.

Check keyword coverage. Every Shopify app analytics tool on this list lets you check which keyword is driving installs. Track keyword rank daily if you can, a keyword that ranks well today can drop fast, so keyword tracking should run automatically, not manually. When you check a new app for the first time, check which keywords it already ranks for, then track that keyword over the next 30 days.

Check competitor tracking. A strong Shopify analytics tool should let you track competitor changes as they happen; competitor changes to pricing, competitor changes to app store listing copy, and competitor changes to their keyword targets. Track competitor rank alongside your own rank so you always know where your app store listing stands relative to a competitor. If a new app enters your category, check it immediately and track how fast that new app climbs.

Check your own app store listing. Your Shopify App Store listing is what merchants check before they install. Track how your listing performs against a competitor listing, check your rank weekly, and track changes to your own listing every time you update it. A Shopify analytics tool that can track changes automatically saves you from having to check your listing and your competitor's listing by hand.

Check search volume before you optimize. Before you rewrite an app store listing, check the search volume behind each keyword. A Shopify analytics tool that reports search volume next to keyword rank helps you prioritize which keyword to target first. Track search volume monthly, because search volume shifts as new apps launch and as merchants search differently across the Shopify App Store.

In short: check your rank, track your keyword, track your competitor, and track changes to your app store listing on a schedule, that's the core workflow every Shopify app analytics alternative on this list is built to support.

Pro tip: connect Elevate and let it run alongside Mantle for a week before you cut over. Comparing overlapping MRR and churn numbers is the fastest way to trust the new dashboard before you depend on it. 

Real-Time Data, Reports, and Dashboards: What Each Alternative Actually Shows You

One thing every Shopify app developer misses first when Mantle shuts down is real-time data. Mantle's dashboard updated in real time, so losing real-time visibility into revenue, churn, and installs is often the first pain point; before billing, before affiliates, before anything else. Here's how real-time data and reports compare across the Shopify analytics tools above.

Elevate's real-time data. Elevate syncs your Shopify Partner account and pulls MRR, ARR, churn, and install data in near real time, with no manual CSV work. Elevate's reports update automatically as new data comes in, so your revenue reports and churn reports stay current without you refreshing anything by hand.

App Store Pulse's real-time data. App Store Pulse tracks two layers of data in real time: App Store visibility data (keyword rank, competitor rank, listing data) and revenue data (MRR, churn, installation rate). App Store Pulse's reports include daily email alerts, so you get real-time data pushed to you instead of having to check a dashboard for the latest reports yourself.

Shopify native analytics' real-time data. Shopify's own analytics dashboard shows store and app data close to real time, with reports built directly into the Shopify admin. It's not real-time data at the SaaS-metrics level Mantle offered, but it's a free, always-on source of baseline data and reports while you evaluate deeper alternatives.

Letsmetrix's real-time data. Letsmetrix pulls Shopify app data and turns it into free reports covering MRR, churn, and growth. The reports aren't as deep as Elevate's or App Store Pulse's, but the underlying data updates regularly enough to replace Mantle's core reporting for smaller teams.

Polar Analytics' real-time data. Polar Analytics centralizes data from 45+ sources and builds real-time reports and dashboards on top of that combined data, including a Snowflake warehouse you own, useful if your reports need to combine Shopify app data with ad-spend data and email data, not just Shopify app revenue data alone.

The takeaway: if real-time data and automated reports matter most to you, Elevate and App Store Pulse currently offer the most real-time replacement for what Mantle's dashboard and reports used to show, with Polar Analytics adding real-time data from a much wider set of sources for teams that need broader reports beyond Shopify app data alone.

Migrating Your Data and Reports Before Mantle Shuts Down

Whichever Shopify analytics tool you pick, don't lose the historical data sitting inside Mantle right now. Export your revenue data, your churn data, and your installs data as CSV reports before your Mantle deadline; most of Mantle's reports live behind a simple export button, and that data flows through Mantle's Core API too if you need programmatic access to the raw data.

Once your old data is safely exported, connect your new Shopify analytics tool and let it run alongside Mantle for a week. Compare the real-time data in your new dashboard against Mantle's real-time reports, real-time MRR, real-time churn, real-time installs, before you fully trust the new data. If the real-time numbers line up with Mantle's historical reports, you're ready to decommission Mantle and rely on your new tool's data and reports going forward.

Treat your reports checklist like this: export revenue reports, export churn reports, export affiliate reports, export any custom reports you built inside Mantle, then confirm your new tool's real-time data matches before Mantle's data disappears for good. Real-time data you can rebuild later; historical data and reports you can't recover once Mantle deletes them.

Choosing the Right Shopify Analytics Alternative for Your Analytics Stack

Not every Shopify app analytics need is the same, so before you commit to one analytics tool, think about which layer of analytics matters most to your business. Revenue analytics (MRR, ARR, churn analytics) is one layer. App Store analytics (keyword and rank analytics) is a second layer. Broader ecommerce analytics; ad-spend analytics, email analytics, attribution analytics is a third layer that most Mantle users never needed, since Mantle's analytics focused on the first two.

If your analytics needs stop at revenue analytics and churn analytics, Elevate's analytics or Letsmetrix's free analytics will likely cover it. If your analytics needs include App Store visibility analytics alongside revenue analytics, App Store Pulse's combined analytics dashboard is the closest single-tool match to what Mantle's analytics used to do. And if your analytics needs extend beyond Shopify app analytics into full-funnel ecommerce analytics, Polar Analytics is the only tool on this list built for that broader analytics scope.

Whichever Shopify analytics alternative you choose, the analytics itself should answer three questions without extra work: what is my current MRR, what is my churn this month, and which analytics source (App Store keyword, ad channel, or referral) is driving my best-paying installs. Every analytics tool covered in this article answers at least the first two; only a smaller subset answers all three.

Shopify App Analytics Alternatives: Quick Comparison Table

If your team's Mantle usage was mostly "check MRR, churn, and installs daily," Elevate is the closer match and the faster switch. 

Frequently Asked Questions About Shopify App Analytics Alternatives

What is the best Shopify analytics tool to replace Mantle? Elevate by Marmeto and App Store Pulse are the two most direct Shopify app analytics alternatives to Mantle in 2026. Elevate matches Mantle's MRR/ARR/churn structure closely, while App Store Pulse combines Shopify app store rank tracking with Shopify SaaS analytics in one dashboard.

When is Mantle shutting down? Mantle announced its shutdown on June 16, 2026. Most Mantle services end August 14, 2026. Shopify app developers on Mantle Billing keep their full Mantle account, including analytics, until September 30, 2026.

Will my Mantle data be saved after the shutdown? No. Mantle has confirmed that data will be deleted after the wind-down. Export your Mantle analytics, billing, and Shopify App Store rank history before your Mantle deadline.

Is there a free Shopify analytics tool to replace Mantle? Yes. Letsmetrix and Shopify's native analytics are both free Shopify app analytics options. App Store Pulse also offers a free tier alongside its paid Shopify SaaS analytics plans.

Does any Shopify analytics tool track both revenue and Shopify App Store rank like Mantle did? App Store Pulse is currently the clearest Shopify analytics alternative that tracks both Shopify app store rank (keywords, competitors, reviews) and Shopify app revenue analytics (MRR, churn, installs) in a single Shopify Partner analytics dashboard, similar to how Mantle combined SASI and analytics before Mantle shut down.

What Shopify app analytics tool should Shopify SaaS apps use for churn tracking? Elevate, App Store Pulse, and Letsmetrix all track Shopify app churn as a core metric, making any of the three a reasonable Mantle alternative specifically for churn analytics.

How do I export my Mantle data and reports before the deadline? Most Mantle reports have an export button that sends your data as a CSV; revenue data, churn data, and installs data all export this way. For data and reports without a direct export option, like ticket data or template data, Mantle's Core API can pull the underlying data programmatically. Export all your data and reports before your Mantle deadline, since Mantle has confirmed the data will be deleted afterward.

Final Thoughts on Shopify Analytics Tools After Mantle

Mantle was the Shopify analytics tool most Shopify app developers defaulted to for years, which is exactly why Mantle's shutdown has created real urgency across the Shopify app ecosystem. Whether you choose Elevate, App Store Pulse, Shopify's native analytics, Letsmetrix, or Polar Analytics, the priority right now is simple: export your Mantle data before your deadline, then pick the Shopify SaaS analytics tool that matches how deep your Mantle usage actually went. For most Shopify app developers replacing Mantle in 2026, Elevate and App Store Pulse are the two Shopify analytics alternatives worth testing first.