Anti-Hallucination Tools
Reduce the conditions that make AI invent, distort, or contradict information about your business.
QueryBurst helps you find missing information, conflicting facts, weak evidence, and retrieval failures — then fix them before they become bad answers.
Why AI hallucinates
AI models don’t like empty spaces.
If the information they need is missing, buried, or never makes it into retrieval, they’ll often fill the gap with the most plausible answer they can generate.
And when your site gives them conflicting versions of the truth, they have another problem: which one should they believe?
That’s why fixing hallucinations isn’t just about “making the model more accurate”. You need to make the underlying information clear, consistent, retrievable, and supported.
Recommended QueryBurst tools for reducing AI hallucinations
Ask your site what AI would say
Start with your own content. RAG Chat lets you ask questions about your website using only your indexed pages as the knowledge base.
If the answer is wrong here, it’s usually because the source material is missing, contradictory, or hard to retrieve.
Run it through the real retrieval pipeline
Now test the same question through Answer Engine. See what gets searched, what evidence is retrieved, what survives selection, and what finally gets grounded into the answer.
If your content drops out before grounding, rewriting the final answer won’t fix the problem.
Find every claim your site makes
Site Intelligence extracts factual claims, opinions and statements from across your website, then groups them by topic and entity.
Find conflicting dates, pricing, product details, credentials, locations, or anything else that gives AI multiple versions of the truth.
Verify what AI actually sees
Verify compares what your site says with what models extract and understand from it.
See whether the facts you intended to communicate are surviving the crawl, parsing and retrieval process — and where meaning gets lost or distorted.
Back up the claims that matter
Claims identifies important factual and commercial statements and checks whether there’s evidence to support them.
Because fixing hallucinations isn’t just about saying the same thing everywhere. It’s about giving AI enough evidence to believe it.
Explore Site IntelligenceClear facts. Consistent claims. Retrievable evidence.
Fewer reasons for AI to make things up.
Hallucinations aren’t always a model problem
Sometimes the problem is the information you gave the model.
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