aipreper
AI-Powered Learning & Assessment Platform - Secure, Scalable, Smart
StackScope is a free public catalogue of indie launches. We find launches on Product Hunt, Hacker News and similar feeds, then crawl each site to detect its tech stack and score it for launch readiness: DNS, security headers, SEO basics. This page is what we saw on 11 April 2026; the live site may have changed since.
aipreper is early-stage. Main gaps: missing several security headers, no robots.txt or sitemap, and no email security records.
Launched on Product Hunt on April 10, 2026. The site is hosted on AWS ALB, with a domain registered in 2023. We've detected 7 technologies on this site, covering APIs, CSS frameworks, DNS providers, and frameworks. The stack includes Next.js, React, and Tailwind CSS.
It's one of just 13 launches we've crawled on this exact stack.
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Tech Stack (7)
| DNS |
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| Hosting |
|
| API | UI Avatars |
| CSS framework |
|
| Framework |
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| Meta-framework |
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| Tag management |
|
Infrastructure
Email Security
Readiness Breakdown How?
Vibe Score Breakdown How?
| Signal | Points |
|---|---|
| AI palette signals | +5 |
| AI writing signals | +5 |
| Stock-image social proof | +15 |
This score is based on structural patterns and is not definitive. Many legitimate sites may trigger signals, and AI-built sites may go undetected. It should be treated as an indicator, not a verdict.
