AppTraction is a native Mac app that makes App Store Connect make sense. Your sales, analytics, ratings, and reviews live on your Mac and appear instantly. It monitors your apps, flags problems, trends, and milestones, and writes weekly, monthly, and annual reports. Its AI evaluates your listing and helps fix it, and you can chat about any chart or report. It’s primed with Apple’s own ASO advice and uses your existing Claude or Codex subscription. Your data is stored only on your Mac.
I’m John. I spent 10 years as a senior engineer at Apple working on macOS and iOS, 2 years at Airbnb, and the last 8 as an indie dev, shipping 20+ apps for myself and clients. Along the way I’ve learned a lot about what it takes to distribute, market, and grow an app. AppTraction is the tool I wish I’d had when I started building my own apps.
Why I built it
Talking with other iOS and Mac developers, the one thing it seems we all agree on is that App Store Connect is frustrating, slow, and hard to make sense of. AppTraction fixes all of that.
What makes AppTraction different
It’s a fast native Mac app, not a website. Once your data is downloaded, everything is cached and instant.
It’s an “AI-first” app. A powerful AI sits behind many of AppTraction’s main features. It reviews and improves your listing, writes reports, and answers questions about any chart, table, or report.
Insights, not just data. AppTraction also proactively monitors your apps for issues and raises them as actionable “Insight cards”. With my own apps, it’s already caught several things I would have missed for months.
It uses your existing Claude or Codex subscription (or OpenRouter), so no pricey API fees.
Privacy focused: No data sharing, no ads, no key leakage, and your data never leaves your Mac. Our privacy policy: https://apptraction.dev/privacy
🎁 For the Product Hunt community: get 50% off with code HUNT50.
I’m still learning about what indie devs want to see from AppTraction and I plan on iterating new features and updates quickly, so I’d love to hear your feedback. What works for you? What’s missing?
About AppTraction on Product Hunt
“Supercharge Apple App Store analytics”
AppTraction launched on Product Hunt on November 10th, 2026 and earned 79 upvotes and 8 comments, placing #18 on the daily leaderboard. AppTraction is a native Mac app that makes App Store Connect make sense. Your sales, analytics, ratings, and reviews live on your Mac and appear instantly. It monitors your apps, flags problems, trends, and milestones, and writes weekly, monthly, and annual reports. Its AI evaluates your listing and helps fix it, and you can chat about any chart or report. It’s primed with Apple’s own ASO advice and uses your existing Claude or Codex subscription. Your data is stored only on your Mac.
On the analytics side, AppTraction competes within Mac, Developer Tools and Artificial Intelligence — topics that collectively have 1.1M followers on Product Hunt. The dashboard above tracks how AppTraction performed against the three products that launched closest to it on the same day.
Who hunted AppTraction?
AppTraction was hunted by John Scalo. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of AppTraction including community comment highlights and product details, visit the product overview.
John Scalo
Hi everyone 👋
I’m John. I spent 10 years as a senior engineer at Apple working on macOS and iOS, 2 years at Airbnb, and the last 8 as an indie dev, shipping 20+ apps for myself and clients. Along the way I’ve learned a lot about what it takes to distribute, market, and grow an app. AppTraction is the tool I wish I’d had when I started building my own apps.
Why I built it
Talking with other iOS and Mac developers, the one thing it seems we all agree on is that App Store Connect is frustrating, slow, and hard to make sense of. AppTraction fixes all of that.
What makes AppTraction different
It’s a fast native Mac app, not a website. Once your data is downloaded, everything is cached and instant.
It’s an “AI-first” app. A powerful AI sits behind many of AppTraction’s main features. It reviews and improves your listing, writes reports, and answers questions about any chart, table, or report.
Insights, not just data. AppTraction also proactively monitors your apps for issues and raises them as actionable “Insight cards”. With my own apps, it’s already caught several things I would have missed for months.
It uses your existing Claude or Codex subscription (or OpenRouter), so no pricey API fees.
Privacy focused: No data sharing, no ads, no key leakage, and your data never leaves your Mac. Our privacy policy: https://apptraction.dev/privacy
🎁 For the Product Hunt community: get 50% off with code HUNT50.
I’m still learning about what indie devs want to see from AppTraction and I plan on iterating new features and updates quickly, so I’d love to hear your feedback. What works for you? What’s missing?