The old principle that bad input produces bad output applies with unusual force here. A model trained on inconsistent, outdated or unrepresentative examples will reproduce those flaws in its answers, and it will do so confidently. Coverage matters as much as quality: a model that has seen very little material about a subject will still produce fluent text about it, which is precisely how plausible but wrong answers get generated.
There is an important distinction between the data a general model was trained on and the content a specific business tool draws from at answer time. The first is fixed and enormous. The second is yours, changeable, and far more relevant to whether a customer gets a correct answer about your prices or your service area.
Clerkzo works on the second layer. It builds its knowledge of your business by crawling your website, so what it says reflects what you have published. That makes your own pages the thing worth investing in: clear service descriptions, current opening hours and honest pricing information all become answers a visitor can get at midnight. The corrections loop lets you fix any answer that comes out wrong so it stays fixed.
Related terms
Browse all 142 terms- Chatbot trainingChatbot training is the process of teaching an AI assistant what it knows and how to answer, and modern tools do it by reading your existing content instead of making you script every reply.
- Data RetentionData retention is the policy and practice of deciding how long you keep each type of data before deleting it, based on how long you actually need it and what the law requires or permits.
- Data ResidencyData residency refers to the country or region where an organisation's data is physically stored, and to any requirement that it stay within a particular jurisdiction.
- Data Processing Agreement (DPA)A data processing agreement (DPA) is a contract between a data controller and a data processor that sets out how the processor may handle personal data on the controller's behalf, what safeguards apply, and what happens when the arrangement ends.