AI Micro SaaS System Requirements Document

1. Introduction

The AI Micro SaaS project aims to develop a micro SaaS platform that integrates with various digital marketing and analytics tools to provide agency clients with a comprehensive dashboard. This platform will facilitate the automatic generation of branded reports, enhancing the efficiency and effectiveness of digital marketing strategies.

2. System Overview

The AI Micro SaaS platform will serve as a centralized dashboard for agency clients, allowing them to connect and integrate with multiple digital marketing and analytics tools. The platform will automate the generation of branded reports, providing valuable insights and analytics to support decision-making processes.

2a. Source Content Inventory

• GA4: Integration for analytics data.
• Google Ads: Integration for advertising data.
• Meta Ads: Integration for social media advertising data.
• Search Console: Integration for search performance data.
• Call Tracking: Integration for tracking call data.

3. Functional Requirements as Story Points

• As an Agency Client, I should be able to connect my GA4 account to the dashboard to view analytics data.
• As an Agency Client, I should be able to connect my Google Ads account to the dashboard to view advertising data.
• As an Agency Client, I should be able to connect my Meta Ads account to the dashboard to view social media advertising data.
• As an Agency Client, I should be able to connect my Search Console account to the dashboard to view search performance data.
• As an Agency Client, I should be able to connect my call tracking system to the dashboard to view call data.
• As an Agency Client, I should be able to automatically generate branded reports from the integrated data sources.

4. User Personas

• Agency Client: A user who manages digital marketing campaigns and requires comprehensive analytics and reporting to optimize strategies.

5. Core User Flows

• Agency Client connects GA4, Google Ads, Meta Ads, Search Console, and call tracking to the dashboard.
• Data from connected sources is aggregated and displayed in the dashboard.
• Agency Client configures report branding settings.
• System automatically generates and delivers branded reports based on the aggregated data.

6. Visuals Colors and Theme

• primary: #1a73e8 (Google Blue)
• primary_light: #4285f4 (Lighter Google Blue)
• secondary: #34a853 (Google Green)
• accent: #ea4335 (Google Red)
• highlight: #fbbc05 (Google Yellow)
• bg: #ffffff (White)
• surface: #f1f3f4 (Light Gray)
• text: #202124 (Dark Gray)
• text_muted: #5f6368 (Muted Gray)
• border: #dadce0 (Light Border Gray)

7. Signature Design Concept

Interactive Dashboard Experience

The homepage of the AI Micro SaaS platform will feature an interactive dashboard experience. The dashboard will have a dynamic, real-time data visualization that updates as new data is received from connected sources. Users can interact with the dashboard by clicking on different data points to drill down into more detailed analytics. The design will incorporate smooth transitions and animations using motion/react to enhance user engagement.

Landing Hero Motion Brief

The landing page will feature a dynamic composition where data streams from GA4, Google Ads, Meta Ads, Search Console, and call tracking flow into a central dashboard interface. As data is processed, the dashboard transforms, revealing insights and analytics. This animation will loop every 10 seconds, providing a continuous visual narrative of data integration and analysis. The animation will be built using motion/react for smooth transitions and interactions.

8. Interaction Model & Motion Direction

• Interaction Model: Animated
• The landing page will feature moderate scroll-triggered reveals and hover transitions. Interactive elements will have spring physics for a polished user experience. The dashboard will have animated data visualizations that update in real-time.

9. Non-Functional Requirements

• The system must ensure data security and privacy for all integrated accounts.
• The platform should be scalable to accommodate multiple agency clients and large volumes of data.
• The system should maintain high availability and performance standards.

10. Tech Stack

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

11. Assumptions and Constraints

• The platform assumes that users have valid accounts with GA4, Google Ads, Meta Ads, Search Console, and call tracking services.
• The system is constrained by the APIs and data access permissions provided by these services.

12. Glossary

• GA4: Google Analytics 4, a web analytics service.
• Meta Ads: Advertising platform for Meta (formerly Facebook).
• Search Console: A web service by Google for webmasters to check indexing status and optimize visibility.
• Call Tracking: Technology used to track and analyze phone calls in marketing campaigns.