Scrape Political Posts → AI Content Analysis → Generate Report
Automatically collect political social media posts, analyze them for AI-generated content using machine learning, and create weekly intelligence reports for journalists and researchers.
Workflow Steps
Apify
Scrape social media posts
Set up Apify scrapers to collect posts from specific political figures' Twitter, Truth Social, and Facebook accounts. Configure to run daily and capture post content, images, engagement metrics, and timestamps.
OpenAI API
Analyze content for AI generation
Send collected posts through ChatGPT API with prompts designed to identify AI-generated text and images. Set up confidence scoring and flag potentially artificial content with reasoning.
Google Sheets
Store analysis results
Automatically populate a Google Sheet with scraped content, AI analysis scores, confidence levels, and flagged posts. Include columns for manual verification and notes.
Google Docs
Generate weekly reports
Use Google Apps Script to automatically compile weekly reports from the Sheet data, highlighting trends in AI content usage, most flagged accounts, and notable examples with charts and summaries.
Gmail
Email report to stakeholders
Set up automated email delivery of the generated reports to journalists, researchers, or team members every Monday morning with PDF attachments and executive summaries.
Workflow Flow
Step 1
Apify
Scrape social media posts
Step 2
OpenAI API
Analyze content for AI generation
Step 3
Google Sheets
Store analysis results
Step 4
Google Docs
Generate weekly reports
Step 5
Gmail
Email report to stakeholders
Why This Works
Combines web scraping, AI analysis, and automated reporting to provide systematic monitoring of AI-generated political content at scale, saving dozens of hours of manual research.
Best For
Journalists and researchers tracking AI content in political communications
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