CrawlPilot

byHareesha N V

You are an expert SaaS product team consisting of: - Product Manager - UI/UX Designer - Frontend Engineer - Backend Engineer - Database Architect - DevOps Engineer - QA Engineer Build a production-ready Micro SaaS. Idea: SEO pre-rendering / JS indexing helper Requirements:JS SEO pre-rendering Problem: JavaScript-heavy sites often struggle with indexing and crawlability. Target audience: Next.js/React site owners, SEO agencies, startups. Existing competitors: Prerender and similar SEO rendering tools. Estimated pricing: $29–$299/month. Why customers pay: Better search visibility and recoverable organic traffic. Market validation: Prerender is a classic revenue example in the micro SaaS space. Opportunity score: 8.5/10. Difficulty: 4/10. AI features: Crawl issue detection, auto-generated fix suggestions, page audit summaries. MVP features: Rendering service, bots detection, logs, sitemap monitoring. Growth channels: SEO, developer forums, agency referrals. Best niche first: Small agencies managing SPA/Next.js clients. Create: - Beautiful landing page - Dashboard - User authentication - Google Login - Email Login - Stripe subscriptions - Pricing page - Admin dashboard - Database - REST APIs - Responsive design - Dark mode - User settings - Billing page - Analytics - SEO - Error handling - Loading states Generate: - Frontend - Backend - Database schema - APIs - Authentication - Deployment configuration - Environment variables - README - Sample data Use a modern design similar to Linear, Notion or Vercel. Everything should be production-ready.

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System Requirements

System Requirement Document
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CrawlPilot System Requirements Document

1. Introduction

CrawlPilot is a Micro SaaS solution designed to enhance the SEO capabilities of JavaScript-heavy websites. It addresses the common issue of indexing and crawlability faced by sites built with frameworks like Next.js and React. The project aims to provide a comprehensive SEO pre-rendering service, targeting site owners, SEO agencies, and startups.

2. System Overview

CrawlPilot offers a suite of tools to improve search visibility and organic traffic recovery for JavaScript-heavy websites. The platform provides features such as SEO pre-rendering, crawl issue detection, auto-generated fix suggestions, and page audit summaries. It is designed to be a production-ready solution with a modern user interface inspired by platforms like Linear, Notion, and Vercel.

2a. Source Content Inventory

  • Competitors: Prerender and similar SEO rendering tools.
  • Target Audience: Next.js/React site owners, SEO agencies, startups.
  • Pricing: $29–$299/month.
  • Market Validation: Prerender as a revenue example.
  • Opportunity Score: 8.5/10.
  • Difficulty: 4/10.
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3. Functional Requirements as Story Points

  • As a Next.js/React site owner, I want to use SEO pre-rendering to improve my site's crawlability.
  • As an SEO agency, I want to detect crawl issues automatically to enhance my clients' search visibility.
  • As a startup, I want auto-generated fix suggestions to quickly resolve SEO issues.
  • As a user, I want to view page audit summaries to understand my site's SEO performance.
  • As an admin, I want to manage user subscriptions via Stripe.
  • As a user, I want to log in using Google or Email for easy access.
  • As a user, I want to monitor my sitemap to ensure all pages are indexed.
  • As a user, I want to view logs to track rendering service performance.
  • As an admin, I want to access a dashboard to manage the platform.
  • As a user, I want to customize settings, including enabling dark mode.
  • As a user, I want to view analytics to track my site's SEO improvements.
  • As a user, I want error handling and loading states for a smooth experience.

4. User Personas

  • Next.js/React Site Owner: Focused on improving site crawlability and SEO.
  • SEO Agency: Manages multiple clients, needs efficient tools for SEO improvements.
  • Startup: Requires quick and effective solutions for SEO challenges.
  • Admin: Oversees platform management and user subscriptions.

5. Core User Flows

  • User logs in via Google/Email -> Accesses dashboard -> Monitors sitemap -> Reviews page audit summaries.
  • Admin accesses admin dashboard -> Manages user subscriptions -> Reviews platform analytics.
  • User detects crawl issues -> Receives auto-generated fix suggestions -> Implements fixes -> Monitors SEO improvements.
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6. Visuals Colors and Theme

  • primary: #0D47A1 (Deep Blue)
  • primary_light: #5472D3 (Light Blue)
  • secondary: #FF6F00 (Orange)
  • accent: #D32F2F (Red)
  • highlight: #388E3C (Green)
  • bg: #F5F5F5 (Light Grey)
  • surface: #FFFFFF (White)
  • text: #212121 (Dark Grey)
  • text_muted: #757575 (Muted Grey)
  • border: #E0E0E0 (Light Grey)

7. Signature Design Concept

Interactive SEO Galaxy

The homepage features an interactive galaxy map where each star represents a feature or section of CrawlPilot. Users can click on a star to open a detailed view of that feature, drag to rotate the galaxy, and hover to highlight connections between features. This concept uses @react-three/fiber for 3D interactions, creating an engaging and memorable first impression.

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Landing Hero Motion Brief

The landing page hero showcases a dynamic illustration of a website being transformed through CrawlPilot's services. The animation begins with a cluttered, unoptimized site, which then undergoes a series of transformations—highlighting SEO improvements—culminating in a streamlined, high-performing site. This looped animation, built with motion/react, emphasizes the product's impact on site performance.

8. Interaction Model & Motion Direction

  • Intended Interaction Model: Parallax
    • Layered depth via scroll with decorative layers translating at different speeds.
    • Continuous 2D motion loop in the hero section.
    • Moderate scroll-triggered reveals and hover transitions.

9. Non-Functional Requirements

  • The system must be highly available and scalable to handle varying loads.
  • Ensure data security and privacy, especially for user authentication and payment information.
  • Provide a responsive design that works seamlessly across devices and screen sizes.
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10. Tech Stack

  • Frontend: React for Web
  • Backend: Python, FastAPI
  • Database: MySQL or MariaDB, Alembic for migrations
  • AI Models: GPT 5.4 for user-friendly responses
  • AI Tools: Litellm for LLM Routing, Langchain
  • Local Orchestration: Docker, docker-compose
  • Server-side Orchestration: Kubernetes

11. Assumptions and Constraints

  • The platform will initially target small agencies managing SPA/Next.js clients.
  • Pricing will range from $29 to $299 per month based on feature access.
  • The system must integrate with Stripe for subscription management.

12. Glossary

  • SEO: Search Engine Optimization
  • SPA: Single Page Application
  • MVP: Minimum Viable Product
  • AI: Artificial Intelligence
  • REST API: Representational State Transfer Application Programming Interface

This document outlines the comprehensive requirements for the CrawlPilot project, ensuring a robust and scalable solution for improving the SEO of JavaScript-heavy websites.

Landing design preview
Landing: View Info
Login: Sign In
Admin Dashboard: View Overview
Admin Dashboard: Manage Users
Billing: Manage Subscriptions
Logs: View Rendering Logs
Analytics: Review Platform Analytics
Settings: Configure Platform
Landing design preview
Landing: View Info
Login: Sign In
Admin Dashboard: View Overview
Admin Dashboard: Manage Users
Billing: Manage Subscriptions
Logs: View Rendering Logs
Analytics: Review Platform Analytics
Settings: Configure Platform