Scrape Startup Valuations → AI Analysis → Investment Memo
Automatically collect valuation data from funding announcements, analyze trends with AI, and generate investment memos for portfolio decisions.
Workflow Steps
Apify
Scrape funding announcement data
Run web scrapers on startup databases (Crunchbase, PitchBook) and news sites to collect: company name, funding round, valuation, investor list, and announcement date.
Google Sheets
Aggregate and structure data
Store scraped data in organized sheets with columns for company metrics, valuation multiples, growth rates, and market segments for analysis.
Anthropic Claude
Generate market analysis
Send structured data to Claude with prompts to analyze valuation trends, identify overvalued/undervalued segments, and assess market timing factors.
Notion
Create investment memo template
Auto-populate memo templates with AI analysis, including executive summary, market positioning, valuation assessment, and investment recommendation.
Slack
Alert investment team
Send notifications to investment channels when high-priority opportunities are identified, with links to completed memos for quick review.
Workflow Flow
Step 1
Apify
Scrape funding announcement data
Step 2
Google Sheets
Aggregate and structure data
Step 3
Anthropic Claude
Generate market analysis
Step 4
Notion
Create investment memo template
Step 5
Slack
Alert investment team
Why This Works
Transforms manual research into systematic intelligence gathering with AI-powered analysis that scales across hundreds of companies
Best For
VCs and investment firms tracking market valuations and opportunities
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