Interview Prep Platform

Micro-SaaS
AI-powered interview prep SaaS for data analysts bundled with an active 420+ member Telegram community
Published on
July 12, 2026
Main Metrics
$135
ARR
3
Customers
2025
Launched

$2,900

Asking Price
Already Sold
Main Metrics
$135
ARR
3
Customers
2025
Launched

Overview

<p><b>Startup description</b></p><p>My product is a fully functional, mobile-first Micro-SaaS platform designed for data analysts to practice for technical interviews in short, 5-minute bursts. The platform moves away from lengthy 10-hour video courses and instead focuses on high-retention, gamified practice.</p><p>It contains a robust database of 2,500+ real interview questions across 6 core skills (SQL, Python, Power BI, Tableau, Excel, and Data Theory) spanning 4 difficulty levels, 22 articles on the blog.</p><p><b>Key technical and product mechanics include:</b></p><ul> <li><b>Built-in Spaced Repetition:</b> Incorrectly answered questions reappear until answered correctly 3 times to ensure real mastery.</li> <li><b>Battle Mode:</b> A live challenge environment where users can battle other data professionals under simulated interview pressure.</li> <li><b>Assessment &amp; Certification Engine:</b> Timed skill tracks (Junior, Middle, Senior) that issue shareable certificates for LinkedIn and CVs upon completion.</li> <li><b>AI Interview Assistant:</b> Embedded AI tips to help users fix technical weak spots on the fly.</li> </ul> <p>The project was launched as a validated EdTech asset. While it has acquired 250+ organically registered users, I have shifted my core focus to an AI-MedTech venture and decided to offload this platform to an owner who has the time for marketing and growth execution.</p><p><b>Key highlights:</b></p><ul> <li><b>Content Assets:</b> 2,500+ vetted data interview queries, flashcards, and practical responses.</li> <li><b>Core Skills Covered:</b> SQL, Python, Power BI, Tableau, Excel, Data Theory.</li> <li><b>Advanced Features:</b> Gamified "Battle Mode", spaced-repetition logic, and custom certification engine.</li> <li><b>Users:</b> 250+ organically registered users.</li> <li><b>Bonus Distribution Asset:</b> Full transfer of the associated Telegram channel (420+ highly targeted data professional subscribers) for instant, zero-cost marketing.</li> </ul> <p><b>Key highlights:<b></b></b></p><ul> <li>Annual revenue: €180 ARR (Currently €15 MRR from 3 active recurring subscribers via Stripe).</li> <li>Annual profit: €180 (The infrastructure runs entirely serverless, meaning near-zero maintenance costs).:</li> <li>Churn rate: Not tracked</li> <li>LTV: Not tracked</li> <li>CAC: Not tracked</li> <li>Business margin: 95%+</li> <li>Other important metrics: 2,505 vetted technical questions, 250 organically registered users, 420+ live battles conducted, and 56 certifications issued.</li> </ul> <p><b>Tech Stack</b></p><ul> <li>Frontend: React 18, TypeScript, Vite, Tailwind CSS, shadcn/ui (highly modular architecture)&nbsp;</li> <li>Backend: Supabase (PostgreSQL, 25 Edge Functions managing AI features, translations, Stripe webhooks, and secure RLS policies).&nbsp;</li> <li>&nbsp;Hosting: Lovable (CDN, automated deployments).</li> </ul> <p><b>Marketing and growth</b></p><p>100% organic word-of-mouth growth with a clear upward registration trend since late 2025. Big opportunity for a buyer to introduce a B2B corporate model, wrap the PWA into native apps for App Store/Google Play, or run targeted campaigns.</p><p><b>Return on investment</b></p><p>The product has a proven conversion framework. A buyer can achieve rapid ROI by capitalizing on the included Telegram community to drive immediate premium tier sign-ups.</p><p><b>Startup assets<b></b></b></p><ul> <li>Full GitHub repository ownership (159 React/TS files).</li> <li>Supabase project (PostgreSQL DB with 2,505 questions, migrations, and 25 Edge Functions).</li> <li>Stripe setup with active webhooks.</li> <li>Premium domain.</li> <li>22 SEO-optimized blog posts.</li> <li><b>BONUS:</b> Full ownership transfer of theTelegram channel (420+ active, highly targeted data professional subscribers).</li> </ul> <p><b>Risks</b></p><p>Minimal technical risks due to the modern, serverless stack. Minor API costs associated with OpenAI usage for the recommendations feature (only a few dollars a month).</p><p><b>Summary</b></p><ul> <li><b>Proven Monetization Framework:</b> This is not a speculative MVP. The platform has already successfully converted users into premium paying subscribers via Stripe, proving that data professionals are willing to pay for this specific interactive experience.</li> <li><b>High-Value Content &amp; IP Asset:</b> Generating 2,505 high-quality, technically vetted interview questions with detailed explanations across 7 major data subfields takes months of work and thousands of dollars in subject-matter expert costs. The buyer gets this massive database fully structured and ready to go from day one.</li> <li><b>Advanced Product Mechanics:</b> Features like the gamified live "Battle Mode", spaced-repetition memory engine, and automated CV-shareable certification tracks significantly boost user retention (MAU/WAU), which is usually the hardest metric to achieve in EdTech.</li> <li><b>Instant Distribution Loop Included:</b> You are not launching into an empty room. The inclusion of the active Telegram channel (420+ targeted data professional subscribers) gives you a direct, warm marketing channel to cross-promote the platform, run ads, and launch new features for $0.</li> <li><b>Modern, Serverless Architecture:</b> Built on React 18 and Supabase with isolated, modular Edge Functions. Maintenance overhead costs are practically $0/month, and the infrastructure scales automatically, requiring near-zero server management from the owner.</li> </ul> <p>✅&nbsp;$135 TTM revenue</p><p>✅ 3 customers</p><p>✅ Business model: Freemium</p><p>✅ Built with TailwindCSS, Supabase, React</p>

$135

Annual Revenue

3

Number of Customers

Expenses

~$25/mo for Lovable subscription + minor extra costs for AI API credits. Supabase is currently on the free tier. Domain costs around $11/year.

Business Model

Freemium B2C SaaS subscription model. Users can practice for free with limits or upgrade to Premium: Monthly ($10/mo), Yearly ($89/yr), Single Skill Lifetime ($19.99 one-time per category), or Full Lifetime Access ($119 one-time).

Target Audience

Data Analysts, Business Intelligence (BI) Engineers, and Data Professionals preparing for technical job interviews or looking to pass industry certifications.

Asking Price Reasoning

The price reflects the value of a fully functional PWA platform, a structured database of 2,500+ curated interview questions, and proven initial monetization. As a great bonus, it includes an active Telegram community of 420+ highly targeted members.

Reason for Selling

I am focusing on other projects and do not have enough time to market and scale this one properly.

Growth Opportunity

Targeted marketing in the included 420+ member Telegram community, wrapping the PWA for the App Store/Google Play, and selling B2B white-label licenses to data bootcamps.

30 days free support from seller

Competitors

LeetCode, DataLemur, StrataScratch, and generic interview flashcard applications.

Tech Stack

Stripe, TailwindCSS, Supabase, React.

Traffic Metrics

Revenue Metrics

How it works

Main Metrics
$135
ARR
3
Customers
2025
Launched

$2,900

Asking Price
Already Sold
Founder Details
Read the story
Main Metrics
$135
ARR
3
Customers
2025
Launched

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