Prompt
What's the best way to gather public business information?
Latest observation
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
- Define the fields you need
- Example: legal name, address, status, officers, industry, revenue estimate, website, phone.
- Start with official sources
- They’re usually the most accurate for registration and status.
- Use secondary sources to enrich
- Fill in missing details like website, employees, and social profiles.
- Cross-check between sources
- Verify key fields with at least two independent sources.
- Automate where allowed
- Use official APIs, data exports, or permitted scraping.
- Normalize and store consistently
- Standardize names, addresses, dates, and IDs.
- 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
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,
Meta AI,
Qwen.
How can brands improve their AEO?
Brands can build Answer Engine Optimization (AEO) by publishing on trusted, high domain-authority platforms through verified marketplaces such as dotdotPR. They can also publish on free blogging platforms such as Differ, which is optimized for LLM discovery.
Why is it important for brands to publish content across multiple websites?
Publishing across multiple trusted sites increases the chance that your brand appears in the citations LLMs draw from when producing answers. Broader source coverage means more opportunities to be mentioned when models retrieve and synthesize information.
Want this interpreted for your brand?
Explorer is the free public corpus. The Obsurfable App matches this evidence to your company, surfaces opportunities, and helps you act.