ChatGPT guide

Read a LinkedIn profile with ChatGPT

Pull the public facts of one LinkedIn profile: headline, roles, education, location and followers.

1. Connect looot to ChatGPT

Open ChatGPT Plugins at chatgpt.com/plugins.
Select the plus button, then "Add custom MCP server".
Enter a name (looot) and a short description, for example: live data APIs, paid per call.
Under Connection, choose Public endpoint and paste https://api.looot.ai/mcp, including the /mcp path.
Configure authentication, read the risk warning and select "I understand and want to continue".
Select "Create as a plugin", review the tools ChatGPT found on the server, then install the plugin.
looot's sign-in page opens when ChatGPT first needs your account: sign in and allow access. Runs are paid from your prepaid looot balance.

OpenAI's guide does not say which ChatGPT plans can add a custom MCP server. It says account and workspace policies apply to adding and using custom MCP servers.

Source, read 2026-11-10: OpenAI developer docs: Connect and test your plugin

2. Ask ChatGPT

Start a new conversation, type @ in the prompt box and select the looot plugin. Then paste the prompt.

Prompt

Use looot to read the LinkedIn profile at [LinkedIn profile URL] with the job linkedin.person.profile, fallback on. Summarise the headline, current roles with start years, education and location in five lines. Use only what the profile returns.

3. Jobs it calls and what they cost

linkedin.person.profile
1 call, from $0.0012 per call (AnyAPI, the cheapest of 9 providers)
Compare providers About the cheapest provider

One use costs from $0.0012 at today's cheapest providers. A provider that misses can fall back to the next one, which can cost more; looot charges only the calls that ran, from your prepaid balance.

Providers in the real run below:AnyAPI

4. A real run

We ran this task through the looot MCP on 2026-11-10. Asked: linkedin.com/in/williamhgates. Total charged: $0.0008.

Bill Gates, Seattle, Washington, United States. Headline: Chair, Gates Foundation and Founder, Breakthrough Energy.
Current roles: Co-chair, Gates Foundation (since 2000); Founder, Breakthrough Energy (2015); Co-founder, Microsoft (1975).
Education: Harvard University, 1973 to 1975. Followers: 40,796,898.

linkedin.person.profile on anyapi-run-linkedin-profile-thin (AnyAPI): answered, charged $0.0008. Run id run_ce40c57d7c7f4f8f96c7827210452e44.

The same task in Claude The prompt on its own All ChatGPT guides

Give your agent every data provider, one key.

Start your workspace, top up, and paste one prompt into the agent you already use.

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