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growth-loop
Zero-Config Product Analytics for Solo Founders
Growth Loop is a zero-setup product analytics platform that installs via a single Claude command. It automatically instruments key user interactions and starts tracking behavior within minutes. Founders can immediately see what features are used, where users drop off, and what drives retention — without defining events or building dashboards. On top of this, Growth Loop surfaces actionable insights and suggestions based on real usage data, helping founders decide what
Hi Product Hunt 👋
I'm Artem — solo founder. 18 months of watching friends ship beautiful SaaS apps on Cursor + Claude Code and never instrument them. Every Mixpanel tutorial starts with "first, design your event taxonomy." Most never get past that line.
growth-loop is what I needed back then:
One command — `claude mcp add growth-loop` + `/growth-init` — wraps signup/checkout/Stripe webhook with the SDK, opens a PR. 60 seconds from empty repo to live events.
An AI growth engineer reads the data. Ask "Should I pivot?" or "Where's PMF?" — it answers citing actual event rows, not vibes.
Auto-captures zero-code: $pageview, $click, $form_*, $dead_click, $rage_click, $error. You only wrap the semantic stuff.
Different vs Mixpanel/PostHog/June (acqui-hired Aug 2025):
- They give you tools. We give you the AI engineer that uses them — inside your Claude Code session, not yet another dashboard.
SDK open-source on npm (@growth-loop/sdk) + PyPI (growth-loop-sdk).
I'd love your feedback — especially if you've tried installing analytics in a vibe-coded SaaS and gave up halfway. Reply with your stack, I'll instrument it live.
→ growth-loop.dev
About growth-loop on Product Hunt
“Zero-Config Product Analytics for Solo Founders”
growth-loop was submitted on Product Hunt and earned 0 upvotes and 1 comments, earning #2 Product of the Day. Growth Loop is a zero-setup product analytics platform that installs via a single Claude command. It automatically instruments key user interactions and starts tracking behavior within minutes. Founders can immediately see what features are used, where users drop off, and what drives retention — without defining events or building dashboards. On top of this, Growth Loop surfaces actionable insights and suggestions based on real usage data, helping founders decide what
On the analytics side, growth-loop competes within Analytics, Developer Tools and Vibe coding — topics that collectively have 686.8k followers on Product Hunt. The dashboard above tracks how growth-loop performed against the three products that launched closest to it on the same day.
Who hunted growth-loop?
growth-loop was hunted by Артём Князев. 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 growth-loop including community comment highlights and product details, visit the product overview.