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AI Coding Context Building SaaS | $537k subscription | $251K TTM Revenue | 78%+ Margin

P&L Documents (1)Supporting files (3)
Asking Price
$370k
Multiples
2.0x profit 1.5x revenue
Annual Growth Rate
+1%
TTM Revenue
$252k
Profit
$182.5k
Last Month's Revenue
$10.1k
Profit
$7.9k

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United States

AI Coding Context Building SaaS | $537k subscription | $251K TTM Revenue | 78%+ Margin

An AI-powered SaaS platform that transforms existing codebases and new project ideas into structured, agent-ready documentation for AI coding tools such as Cursor, Claude Code, Codex, Lovable, Replit, Bolt, and v0. The platform generates product requirements documents (PRDs), technical specifications, architecture documentation, rules files, implementation tasks, frontend and backend guidelines, database schemas, and custom markdown documentation, giving AI coding assistants the context needed to produce higher-quality code. The business has generated over $557K in subscription revenue, operates with 78%+ margins, and has grown almost entirely through organic distribution. Key Highlights ✅ AI coding context platform for AI-assisted software development ✅ Generates PRDs, technical specs, architecture docs, rules files, tasks, schemas, and developer documentation ✅ Integrates with leading AI coding tools including Cursor, Claude Code, Codex, Lovable, Replit, Bolt, and v0 ✅ Generated over $557K in subscription revenue with more than $251K TTM revenue ✅ Operates with 78%+ margins, 1M+ documents generated, 45K+ opted-in leads, and 19K X (Twitter) followers ✅ Strong organic growth with expansion opportunities through SEO, content marketing, lead reactivation, and team and agency plans
Asking Price
$370k
Multiples
2.0x profit 1.5x revenue
The asking price divided by TTM net profit and TTM gross revenue.
Learn more about multiples
Asking Price Reasoning
The $370K asking price is based on proven subscription revenue, lean operating profile, and upside in the AI coding/context-engineering market.
Recent performance
TTM Revenue
Trailing twelve month (TTM) gross revenue.
$252k last 12 months gross revenue
TTM Profit
Trailing twelve month (TTM) net profit.
$182.5k last 12 months net profit
Last Months Revenue
Total gross revenue last month.
$10.1k last month gross revenue
Last Months Profit
Total net profit last month.
$7.9k last month net profit
Customer metrics
Customers
Total unique customers who have made a purchase.
5,000+ Customers
Annual Recurring Revenue
The total recurring revenue over the last full month, annualized (MRR × 12). Excludes one-time fees and variable usage revenue.
$119k ARR
Annual Growth Rate
The percentage change in revenue over the last 12 months compared to the previous 12 months.
+1% Annual Growth Rate
Churn Rate
The percentage of paying customers lost over the last 12 months.
5-10% downwards Churn Rate
Company overview
Date Founded
December 2024
Team Size
Small (2-20)
Business Model
  • Subscription
  • Business-to-business (B2B)
A subscription SaaS for developers and AI coding users. Core plan is $29 and $39/month, with monthly and annual subscriptions. Revenue is subscription-based, with no lifetime deals or one-time launch revenue.
Tech Stack
  • OpenAI
  • Stripe
  • PostgreSQL
  • TypeScript
  • React
  • Vercel
  • Next.js
  • Chrome Extension
  • REST API
  • Markdown
  • Claude
The product uses frontier coding models for generation of agent-ready project documentation: PRDs, technical specs, architecture docs, frontend/backend guidelines, schemas, rules files, tasks, wireframes, and custom markdown docs. It includes a browser extension workflow for tools like Lovable, Replit, Bolt, and v0, plus API-based document delivery so users can pull generated documentation into Cursor, Claude Code, Codex, and other AI coding tools. Billing is handled through Stripe. The public web app/marketing surface is built on a modern React/Next.js-style stack hosted on Vercel.
Growth Opportunities
  • Increase content marketing
  • Increase digital marketing
Nearly all revenue to date came organically through X, with no paid ads, no formal SEO, and no consistent content engine, so focused distribution is a all you need.
Competitors
  • Supadev
  • PromptKit
  • Traycer
  • Kiro
Key Assets
  • Social media accounts
  • Website
  • Codebase
  • Intellectual property
  • Customers
  • Domain
  • Chrome Extension
Acquisition details
Selling Reasoning
  • Starting a new venture
Financing
  • Bootstrapped

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