where ai llm recommendations come from

Where AI (LLM) Recommendations Come From

An AI doesn’t believe a company just because the company says it’s good.
Instead, the AI starts talking about you only when it can find clear, true information from many places.

The AI looks for:

  • Facts it can read
  • The same information showing up in different places
  • Clear signs that you are a real and trusted company

Three Ways AI Can Find You

  1. Search + AI
    • If your website shows up in search results, AI can find it more easily.
  2. Citable Pages
    • These are pages with real information, not just promises.
    • Examples: explanations, charts, comparisons, and limits.
  3. AI Bots and Crawlers
    • AI uses bots to read websites.
    • Your pages must be easy for bots to open, read, and understand.

Two Big Goals

1. Citations (Being a Source)

This means AI links to you as a source of information.

You need:

  • Clear explanations
  • Definitions
  • Tables and comparisons
  • Honest limits or downsides

2. Recommendations (Being Chosen)

This means AI suggests you as a good option.

You need:

  • Proof from other people or companies
  • Real examples and case studies
  • Clear info about who your product is NOT for

Simple idea:
AI trusts facts, proof, and honesty—not ads or big promises.

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