🧠 AI Competitor Research Agent — Custom AI SaaS Product
Project: Competitor Research AI
Role: AI Agent Developer | Lead Developer
Client: Confidential
Timeline: 4 weeks
Competitor Research AI is a fully functional AI-powered platform designed to perform in-depth, real-time competitor analysis across industries. Built from the ground up for a client looking to productize competitive intelligence, this SaaS platform allows users to instantly generate deep-dive reports on any brand, startup, or company — without spending hours researching.
🎯 Problem
Traditional competitor research is slow, fragmented, and often requires multiple tools or manual effort. The client envisioned a, automated solution that could:
Analyze any company or product in any industry
Provide accurate competitor overviews, strategy breakdowns, and market positioning including SEO data, product features, customer review analysis, etc.
Require zero manual input from users beyond their company name
Be usable by marketers, founders, and business analysts alike
🤖 Solution
Designed and built the AI Agent using custom pipelines that integrated:
Web scraping + summarization
GPT-powered synthesis
Categorization logic for strategies, pricing, marketing, product, and more
Created a modular serverless backend capable of scaling and supporting multiple concurrent report generations
Developed the UI/UX experience for fast input, natural language summaries, and engaging outputs
Ensured data consistency and handled edge cases like companies with sparse data
Integrated Stripe for payments
Delivered a fully tested, deployable product within 4 weeks
💵 Results
Number 1 on Product Hunt with Product of the Day + Marketing Product of the Week - Link
Used by real customers, including CEOs, IndieHackers and Marketers
Reduced competitor research from days to just minutes