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BestAppify.app
AppFollow
App Radar
App Annie
appfigures
AppTweak
Mobile Action
BestAppify is a growth and marketing platform built specifically for Shopify app developers.
It runs a daily crawl of the Shopify App Store — 10,900+ live app listings and 2,300+ search terms — and turns that first-party data into the answers the Shopify Partner Dashboard does not give you.
What you get:
• Keyword rank tracking — see exactly where your app ranks for the searches merchants actually run, updated daily, with difficulty and competition scores per term so you know which searches are winnable.
• Competitor monitoring — track rival apps and get alerted when they change their listing, add a pricing tier, or start gaining reviews faster than you.
• Review intelligence — rating history, review velocity, and what merchants consistently praise or complain about across your category.
• AI listing audits — an automated read of your listing against what actually ranks, with specific fixes rather than generic advice.
• Market insights — category leaderboards, rising apps, and niche exploration across the whole catalogue.
We also publish first-party research from the same dataset at bestappify.app/blog, including studies on rating distribution, pricing, ranking volatility and App Store seasonality.
Free plan: 1 app, 3 tracked keywords, 1 AI audit per month, no credit card. Growth is $29/mo (5 apps, 10 keywords each, competitor tracking) and Pro is $99/mo (unlimited apps, revenue analytics, API access).
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BestAppify.app's answer:
I was building a Shopify app and could not answer a basic question: why did installs move this week? The Partner Dashboard shows you installs, not the reasons behind them — you cannot see where you rank for a search, who overtook you, or what a competitor changed. Checking by hand in an incognito window every morning is what most developers end up doing, and it does not scale past a few keywords.
So I built a crawler for myself. It grew into a daily crawl of the whole store, and the answers it produced turned out to be useful enough that other developers wanted them. That dataset is now BestAppify — and we still publish research from it publicly, partly because a dataset you can check is worth more than one you have to trust.
BestAppify.app's answer:
BestAppify runs its own daily crawl of the Shopify App Store — 10,900+ live listings and 2,300+ search terms — rather than estimating from third-party sources. That means rank positions, review velocity and competitor listing changes are measured, not inferred. It is also built for one marketplace only: the Shopify App Store has no public ranking API and its own review dynamics, so a general-purpose ASO tool pointed at it produces guesses. We publish research from the same dataset at bestappify.app/blog, with the method shown, so anyone can check how the numbers are produced.
BestAppify.app's answer:
Mobile ASO tools like AppFollow, AppTweak and Sensor Tower cover the Apple App Store and Google Play well. The Shopify App Store is a different marketplace: different ranking signals, different review patterns, no public ranking API, and merchants who search in commerce language rather than app-store language. BestAppify does that one store properly instead of many stores generically. In practice that means keyword difficulty scored against the apps actually ranking on Shopify, alerts on Shopify listing and pricing changes, and audits written against what ranks there. It also starts free — one app and three keywords, no card — so you can check the data against your own listing before paying anything.
Based on our record, Sensor Tower seems to be more popular. It has been mentiond 30 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.
The hype around AI shows no signs of slowing down and continues to attract attention from publishers, developers, anyone creating mobile applications for their business, and those with a keen interest. This fact is proved by the latest report, State of AI, which analyzed current trends in 2025, released by Sensor Tower, the leading source of mobile app insights. If you haven’t had time to look through the report,... - Source: dev.to / about 1 year ago
I was optimistically hoping some of the MV3 changes would result in Chrome webstore policy enforcement being standardized, but that hasn't happened. Sensor Tower (https://sensortower.com/) makes a lot of popular extensions, like StayFocusd https://www.stayfocusd.com/. They seem to resell ad data (in violation of [1]?) and ship likely obfuscated code [2] (in violation of [3]?), but there's no enforcement or even... - Source: Hacker News / almost 2 years ago
Yes, and they will be right. Just look at its revenue (sensortower.com) through the many fiascos. Source: about 4 years ago
(source: https://sensortower.com/). Source: over 4 years ago
Ya I checked out data.ai and sensortower.com. Both give pretty good overview data. But I think you're right, premium may be required for any in depth user information. Source: over 4 years ago
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