Prompt

What's the best way to gather public business information?

Latest observation

Jul 15, 2026 · OpenAI APIWeb search: off

The best way is to use a repeatable, legal, source-first process rather than scraping random web pages.

Good sources for public business information

  • Official government registries
    • Secretary of State / company registration databases
    • Business license databases
    • SEC filings for public companies
    • Court records, sanctions lists, tax liens where public
  • Company-owned sources
    • Official websites
    • Press releases
    • Investor relations pages
    • Annual reports
  • Trusted business databases
    • OpenCorporates
    • Crunchbase, Dun & Bradstreet, Clearbit, LinkedIn company pages
    • Industry associations and chambers of commerce
  • Public web data
    • News articles
    • Job postings
    • Social media profiles
    • Google Maps / business directories

Best practice workflow

  1. Define the fields you need
    • Example: legal name, address, status, officers, industry, revenue estimate, website, phone.
  2. Start with official sources
    • They’re usually the most accurate for registration and status.
  3. Use secondary sources to enrich
    • Fill in missing details like website, employees, and social profiles.
  4. Cross-check between sources
    • Verify key fields with at least two independent sources.
  5. Automate where allowed
    • Use official APIs, data exports, or permitted scraping.
  6. Normalize and store consistently
    • Standardize names, addresses, dates, and IDs.
  7. Track source and timestamp
    • Always keep where each data point came from and when you collected it.

Important legal/ethical notes

  • Respect terms of service, robots.txt, rate limits, and copyright rules.
  • Avoid collecting or using personal data without a valid basis.
  • Be careful with data brokers and scraped datasets—accuracy and compliance can vary.
  • If you need to use the data commercially, check licensing carefully.

If you want the most reliable approach

For most use cases:

  • Official registry + company website + one trusted enrichment source is the best combination.

If you tell me your goal—like lead generation, due diligence, market research, or building a business directory—I can suggest the best sources and workflow for that specific use case.

Observation history

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How did Obsurfable measure this prompt?

Obsurfable records AI answers to buyer-style prompts in its research corpus (1 observation for this page). Metrics are distributions over observations, not a single static ranking.

Which AI systems does Obsurfable collect answers from?

OpenAI, ChatGPT, Google, Gemini, Google AI Mode, Anthropic, Claude, Perplexity, Grok, DeepSeek, Mistral, Copilot, and Meta AI.