Prompt
What's the best way to scrape LinkedIn public data?
Latest observation
The safest and best way is not to scrape LinkedIn directly if you can avoid it.
Better options
-
Use LinkedIn’s official APIs
- Best for compliant access.
- Usually limited, but far less risky than scraping.
-
Use licensed data providers / enrichment tools
- Many vendors sell business/contact/company data with usage rights.
- Often easier to integrate and more stable.
-
Use user-consented exports or your own data
- If you need data from your own account/network, export tools are safer.
-
If you only need company/role info, use public web sources
- Company websites, SEC filings, press releases, job boards, Crunchbase-like sources, etc.
Why scraping LinkedIn is problematic
- It can violate LinkedIn’s Terms of Service
- May trigger rate limits, CAPTCHAs, or account restrictions
- Can raise privacy and legal compliance concerns
- Data quality can be inconsistent
If your goal is legitimate research or lead generation
I can help you design a compliant data-collection workflow using:
- official APIs,
- public sources,
- or a database schema for storing and enriching people/company data.
If you want, tell me your use case and I’ll suggest the best compliant approach.
Brands
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.