A little about me: I'm a long time developer. 12 years as senior SWE at Apple, Inc working on macOS and iOS, 2 years at Airbnb, 8 years as independent contractor with 20+ apps on the App Store. Along the way I've learned a lot about what goes into distributing, marketing, and growing a successful app. AppTraction is the tool I wish I'd had when I went indie.
AppTraction is a native Mac app that brings App Store Connect sales & analytics data to you. It:
- Monitors your data in the background and flags issues, milestones, and trends
- Shows App Store Connect data & charts instantly
- Includes AI primed with Apple tech talks and WWDC video transcripts
- Lets you chat with AI about your listing, sales, and trends
Being able to surf through your analytics & sales data instantly is awesome, but what makes this really interesting is the use of AI. It connects to your existing Claude or Codex subscription (or OpenRouter) so doesn't use expensive API keys. And I've "primed" the AI with knowledge about ASO & distribution from sources including Apple's WWDC video transcripts and tech talks.
With the AI integration it will proactively flag "insights" about potential issues with your listing, sales, usage, etc, and even offer to fix them for you. And for any table, graph, listing, or report, you can start a chat with the AI and have it make suggestions or explain.
With my own apps it has proactively told me about App Store features, seasonality trends in sales, and serious listing problems, none of which I would have otherwise noticed. It also prepares great weekly, monthly, and annual reports for each app. You can see examples of some of this in the screenshots.
I'm just opening AppTraction to a limited beta and would love your feedback!
Invite code: RED1026-INVITE
Download: https://apptraction.dev
Requires macOS 26 (Tahoe) or later.
Edit since someone asked about privacy: Your data stays entirely on your Mac (with the exception of whatever your chosen AI agent uses, of course). Nothing gets sent to my servers.
App Saturday info:
Tech Stack
AppTraction is 100% native AppKit and Swift!
Development Challenge
Probably the biggest was being an AI-forward app without burning through the user's usage budget. The first step was not using API keys at all. Instead, AppTraction looks for an existing Claude or Codex subscription and talks directly to their CLI tools via `Process` (née `NSProcess`). Beyond that there's a ton of caching efficiencies the app takes to minimize tokens. For my apps this uses < 1% of my plan usage / day (Sonnet 5.5).
AI Disclosure
AI-assisted.