AI search glossary

    What is Training data?

    Training data is the text an AI model learned from before release. It shapes what the model 'knows' about a business without searching.

    Answers can come from training data, from live searches (grounding), or both. That's why mentions across the web matter even when a model doesn't search.

    Why it matters for your business

    What an AI learned in training shapes how it describes your business even when it doesn't search. Mentions across the web over time feed into that.

    How it works

    1. 1

      Collection

      Model makers gather large amounts of public text, using crawlers like GPTBot.

    2. 2

      Training

      The model learns patterns, including which businesses are linked to which topics.

    3. 3

      Cut-off

      Anything published after training ends is only seen through live search.

    Common misunderstandings

    Myth

    Blocking training crawlers removes you from AI answers.

    Reality

    Search-based answers use separate crawlers. Blocking GPTBot doesn't block OAI-SearchBot.

    What to do about it

    • Decide deliberately whether to allow training crawlers.
    • Build consistent mentions of your business on trusted sites.

    Questions people ask

    Can I update what an AI learned about me?

    Not directly. You can publish accurate information so future training and live searches pick it up.

    See where your business stands

    Run the Free Check

    Related terms

    Defined by Dr. Radhakrishnan KG, founder of WebNamaste · Reviewed 6 October 2026