> ## Documentation Index
> Fetch the complete documentation index at: https://www.landbase.com/docs/llms.txt
> Use this file to discover all available pages before exploring further.

# Research Products

> See what a company sells — products and services extracted from their website and LinkedIn.

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# Research Products

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  Before a call, before writing an email, before qualifying an account — you need to know what a company actually sells. Research Products pulls structured product and service data from two sources: a web crawl of the company's website and their LinkedIn profile.

  The web crawl extracts products, pain points, and value propositions in structured form — not just a raw page dump. The LinkedIn profile adds industry, size, and description context. Both are combined into a single response.

  ## How it works

  Provide a company URL or domain. The system returns structured data about what the company sells, drawn from:

  * **Website crawl data** — products, services, pain points, and value propositions extracted from the company's own site
  * **LinkedIn profile** — industry, size, description, and keywords

  ## Data freshness

  Results are cached for 60 days. If the cache is stale, you still get the last-known data immediately while a background job refreshes it. No waiting.

  ## When to use it

  * **Pre-call research** — understand what a prospect sells before the meeting
  * **Personalized outreach at scale** — when you need to write 500 personalized emails, the system can call Research Products per account to understand what each company sells before generating the message
  * **Qualification context** — use alongside [Qualify Leads](/docs/reference/tools/qualify-leads) to evaluate whether a company's product portfolio fits your criteria
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