StoreScope Analytics

Full visibility on every store, in one place.

Downloads, funnels, revenue and reviews across the App Store, Google Play and the Microsoft Store, next to your websites' search and traffic, how people use the app, and where developers find you. A dashboard first; the MCP and the API are one part of it.

38 MCP tools

The StoreScope Analytics dashboard for a sample workspace: downloads, conversion and reviews for three fictional apps across the App Store, Google Play and the Microsoft Store
A sample workspace: three fictional apps with made-up numbers. Open it live

What it does

Downloads, funnels and conversion

One warehouse for App Store, Google Play and Microsoft Store numbers. Each figure carries its quality flag (exact, lagged, privacy-noised or proxy), so nothing is passed off as more precise than the store made it.

Revenue and subscriptions

Proceeds and subscription metrics from Apple sales reports and Google Play earnings, shown one line per currency instead of a made-up total.

Web search and traffic

Clicks and impressions from Google Search Console and Bing, average position from Search Console, and sessions, new users and channels from Google Analytics, for each app's website beside its store numbers.

Usage and stability

Daily users, sessions and events from PostHog, and errors and crash-free sessions from Sentry, next to each app's downloads, so a bad release shows beside its reviews.

Reviews in one inbox

Every review across the stores, unanswered low ratings first, with new-review alerts and reply tools. A reply is previewed and approved one at a time.

Developer channels

Where developers find you: GitHub traffic on your public repos with the sites that sent it, and downloads of every npm and PyPI package you ship. Downloads are labelled proxies.

How it works

  1. Connect your stores

    Add an App Store Connect key, a Google Play service account or a Partner Center app, and any of the web, usage and crash sources. Each key is checked live with the store before it is saved.

  2. It syncs into your own workspace

    Every 24 hours while the workspace is in use, the stores' new reports are pulled into its own data store, and you can start a sync at any time.

  3. Read the dashboard, or ask your AI

    Open the dashboard, or connect Claude, ChatGPT or any MCP client and ask in plain words. Every number says how far to trust it.

Stores and sources

Questions

Which stores and sources does it read?
The App Store, Google Play and the Microsoft Store. Beside them it reads Google Search Console, Google Analytics 4 and Bing Webmaster Tools for your websites, PostHog for product usage, Sentry for crashes and GitHub for your repos. npm and PyPI downloads and keyword ranks come from public data and need no key.
How are my store keys stored?
Each key is checked live with the store before it is saved; a key the store refuses is not stored. It is then encrypted with AES-256-GCM, sealed to your workspace and that one connection, and used only for your workspace's syncs and tool calls. Removing the connection deletes it.
How fresh is the data?
Your workspace syncs every 24 hours while it is in use, and you can start a sync from the Sync page. The stores add their own delay: Apple's analytics arrive a day or two later, Google Play publishes its statistics as monthly files several days behind, and Play earnings arrive about 5 days after each month ends. Each store is shown up to its own newest day.
Which AI apps can use it?
Claude, ChatGPT and any other app that connects to remote MCP servers. You sign in, pick one workspace and approve; reading is the default and making changes is a separate permission. A workspace API key and a REST API reach the same tools.
Can it change anything in my stores?
Only review replies. A reply is shown as a preview first and sent only when you confirm that exact text. Everything else only reads your stores.
Can I export or delete my data?
Yes. Download the workspace's data as a SQLite file from the Workspace page. An owner can delete the workspace with its connections and data, and you can delete your account on the Account page.
What does it cost?
It is in early access: creating an account and a workspace costs nothing today.

Early access. Built by Devino and running Devino's own app fleet today. Create an account, connect your stores, and your dashboard fills in after the first sync.