Reddit Idea Scraper AI Agent

Delivery period: within 14 days

The Reddit Idea Scraper AI Agent is a smart workflow that mines Reddit discussions to uncover trending topics, insights, and innovative ideas across any niche.
It automates Reddit searches, scrapes post details, summarizes key discussions, and generates actionable idea reports — perfect for creators, marketers, and researchers who need inspiration or audience intelligence.

Key Features

• 🔍 Automated Reddit Search: Collects top posts, comments, and discussions from chosen subreddits or keywords.

• 🧠 AI-Powered Insights: GPT-driven summarization highlights patterns, ideas, and trends.

• 🗂️ Multi-Branch Processing: Splits and processes multiple subreddit searches simultaneously for efficiency.

• 🧩 Smart Categorization: Filters ideas into useful categories (e.g., content ideas, product concepts, user pain points).

• 📊 Structured Output: Combines all findings into clean JSON or report-ready format.

• 🌐 API-Ready Integration: Easily connect with Notion, Google Sheets, or any database.

Workflow Steps

Step 1: User initiates form submission (selects niche/topic).
Step 2: The bot searches Reddit for relevant posts and top comments.
Step 3: AI models (GPT-4o-mini) analyze each post to extract key ideas and user sentiment.
Step 4: Data is merged, cleaned, and formatted into structured reports.
Step 5: Final insights are stored or sent via HTTP endpoint for further automation (e.g., Notion, Airtable).

Ideal For

• Market researchers

• Content creators and YouTubers

• SaaS founders & startup teams

• Social media strategists

• Product developers

• SEO or trend analysts

Key Benefits

✅ Discover trending topics before they go viral
✅ Automate hours of manual Reddit research
✅ Generate audience-driven idea reports
✅ Perfect for finding pain points or content opportunities
✅ Fully customizable and API-integrated