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growth-loop

Zero-Config Product Analytics for Solo Founders

Analytics
Developer Tools
Vibe coding
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Hunted byАртём КнязевАртём Князев

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

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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

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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

growth-loop was featured in Analytics (172.3k followers), Developer Tools (514k followers) and Vibe coding (519 followers) on Product Hunt. Together, these topics include over 88.4k products, making this a competitive space to launch in.

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.

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