Scrape AI News → Sentiment Analysis → Weekly Stakeholder Report
Automatically collect AI industry news, analyze sentiment around key topics like regulation and partnerships, then generate executive summaries for stakeholders.
Workflow Steps
Apify
Scrape AI news sources
Set up Apify's Google Search Scraper to collect articles from the past week using search terms like 'AI regulation news', 'Anthropic Pentagon', 'AI policy updates', and 'AI company partnerships'. Configure to scrape from trusted sources like TechCrunch, Reuters, Wall Street Journal, and Wired.
OpenAI API
Analyze sentiment and extract insights
Send scraped article content to GPT-4 via API with this prompt: 'Analyze these AI industry articles for: 1) Overall sentiment toward AI regulation (positive/negative/neutral), 2) Key stakeholder concerns, 3) Emerging trends, 4) Potential business impacts. Categorize by topic: Regulation, Partnerships, Technology, Ethics.'
OpenAI API
Generate executive summary
Use a second API call to create a structured report: 'Based on this analysis, write a 2-page executive summary for C-suite stakeholders including: Executive Summary, Key Developments, Sentiment Analysis, Strategic Implications, and Recommended Actions. Use business-focused language.'
Gmail
Distribute weekly report
Use Zapier or custom script to automatically email the generated report to stakeholders every Friday. Include the sentiment analysis as bullet points in the email body and attach the full report as PDF. Set up a template that highlights the most critical developments first.
Workflow Flow
Step 1
Apify
Scrape AI news sources
Step 2
OpenAI API
Analyze sentiment and extract insights
Step 3
OpenAI API
Generate executive summary
Step 4
Gmail
Distribute weekly report
Why This Works
Combines automated data collection with AI-powered analysis to deliver consistent, objective insights about industry sentiment and regulatory trends that would take analysts hours to research and synthesize manually.
Best For
C-suite executives and strategy teams needing regular AI industry intelligence and trend analysis
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