News Scraping → Sentiment Analysis → Competitive Intelligence Report
Track competitor AI safety positioning and public statements to inform your company's own AI ethics and safety communications strategy.
Workflow Steps
Apify
Scrape competitor news
Set up Apify scrapers to monitor competitor websites, press releases, and blog posts for mentions of AI safety, military contracts, surveillance policies, and ethics statements
OpenAI GPT-4
Analyze sentiment and positioning
Process scraped content through GPT-4 to extract key positions on AI safety, identify shifts in messaging, and categorize stances on military use and surveillance
Google Sheets
Build competitor matrix
Automatically populate a Google Sheets matrix comparing competitor positions on key AI safety topics, with timestamps and source links for tracking changes over time
Tableau
Create visual dashboard
Connect Google Sheets to Tableau to create an executive dashboard showing competitor AI safety positioning trends, market sentiment shifts, and strategic opportunities
Workflow Flow
Step 1
Apify
Scrape competitor news
Step 2
OpenAI GPT-4
Analyze sentiment and positioning
Step 3
Google Sheets
Build competitor matrix
Step 4
Tableau
Create visual dashboard
Why This Works
Transforms manual competitor research into automated intelligence gathering, providing real-time insights into market positioning changes
Best For
Marketing and strategy teams need to understand competitive landscape around AI safety positioning and adjust messaging accordingly
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