Can you recommend a Crunchbase scraper for investment research?

Yes—though with an important caveat: Crunchbase’s terms of service may restrict scraping, so for investment research it’s often better to use their official API or licensed data access if possible.

If you still need a scraper-like solution, here are the practical options:

Best option: Official Crunchbase API

• Most reliable and compliant
• Better for:
  • company profiles
  • funding rounds
  • investors
  • acquisitions
  • people/org relationships
• Good if you want to build a repeatable research pipeline

If you specifically need a scraper

I’d recommend looking for a tool that supports:

• browser automation for dynamic pages
• rate limiting / backoff
• login handling if you have authorized access
• export to CSV/JSON
• deduplication and pagination

Common stacks people use:

• Python + Playwright
• Python + Selenium
• Apify actors if you want a managed scraping platform
• Bright Data / Oxylabs if you need infrastructure for large-scale collection

What I’d suggest for investment research

Instead of a generic scraper, use a workflow like:

1. Pull company/funding data via API or permitted access
2. Normalize entities
3. Enrich with other sources:
   • SEC filings
   • Companies House
   • OpenCorporates
   • LinkedIn / website data
   • PitchBook / Dealroom / Tracxn if you have access
4. Store in a database for screening and trend analysis

If you want a ready-made recommendation

• Small-scale / one-off: Playwright-based custom scraper
• Medium-scale: Apify + a custom Crunchbase actor
• Serious research ops: Official API + data warehouse

If you want, I can recommend:

1. a specific tool/service,
2. a Python scraping template, or
3. a compliant Crunchbase research workflow depending on your budget and volume.