Accuracy
AI chatbot hallucinations happen when a model generates a confident-sounding answer that isn't actually true. AskTheBubble prevents hallucinations by restricting every answer to your uploaded documents — if the answer isn't in your knowledge base, the bot says so instead of inventing one. This is the difference between a chatbot you can trust on your customer-facing site and one you can't.
Last updated: April 26, 2026
A general-purpose AI chatbot quoting a wrong price, a refund policy you don't actually offer, or business hours that don't match your real schedule isn't a minor bug — it's a customer experience disaster waiting to happen. In some industries (healthcare, legal, financial services) it's also a compliance risk. The fix is architectural: the AI must answer only from sources you control.
Three architectural choices keep responses accurate and traceable.
When a visitor asks a question, the system searches your uploaded documents for the most relevant passages before the AI ever generates a response. The model never sees a question without that context.
The model is instructed to answer only from the retrieved passages — not from its general training data. If the passages don't contain the answer, it says so. No guessing, no creative completion.
Your documents live in a knowledge base dedicated to your business. They're never mixed with other customers' content and are never used to train external models. What you upload is the only thing the bot can cite.
Suppose a visitor asks "Do you offer same-day shipping?" — and you don't.
Generic AI chatbot
"Yes, same-day shipping is typically available for orders placed before 2 PM. You can select it at checkout."
Confident. Plausible. Completely fabricated.
AskTheBubble
"I don't have information about same-day shipping in our materials. Our standard shipping options are listed on the shipping page, and you can reach our team directly at [contact link] for specific timing questions."
Accurate. Honest. Routes the customer to a real answer.
Any customer-facing chatbot benefits from strict grounding, but it's especially important when:
An AI hallucination is when a chatbot generates information that sounds confident and plausible but isn't grounded in any real source — sometimes inventing prices, policies, hours, or product details. Hallucinations are a known weakness of general-purpose large language models like raw GPT or Claude when they're used without retrieval grounding.
AskTheBubble uses retrieval-augmented generation with strict grounding: every answer must come from your uploaded documents. When a visitor asks a question, the system retrieves the most relevant passages from your knowledge base and instructs the model to answer only from that context. If nothing relevant is found, the bot says it doesn't know instead of guessing.
The bot responds with a graceful fallback — typically saying it doesn't have that information and offering a path to human follow-up (your contact page, an email, or a support form). It will not invent an answer. This is exactly the behavior you want for customer-facing support, where confident-sounding wrong answers damage trust and can create legal liability.
By default, AskTheBubble is strictly grounded — no general-knowledge fallbacks, no creative completion. This is the right setting for the vast majority of customer support use cases. If you have a specific need to relax the grounding (for example, allowing general definitions for off-topic questions), reach out and we can discuss the right configuration.
ChatGPT and Claude are general-purpose models trained on the entire internet. They will confidently answer any question, including ones about your specific business — and those answers will often be wrong because the model has no real knowledge of your hours, prices, or policies. AskTheBubble inverts this: the AI only knows what you've uploaded, so it can only answer about your business, accurately.
Yes, AskTheBubble can surface the source document or page each answer was drawn from in the chat history dashboard, so you can audit any conversation and trace it back to your original content. This is especially useful for industries with compliance or accuracy requirements.
Start a 14-day free trial. Upload your real content and see for yourself — the bot will only answer from what you give it.