Verify Any AI Answer
AI models can be helpful, but they can also be wrong, outdated, incomplete, or overly confident. Compare answers across multiple AI systems before making decisions.
How to read results
AI Consensus, explained
ChatVerify scores how strongly AI systems and credible sources agree — so you know when to trust an answer and when to dig deeper.
Strong Agreement
Models and sources broadly align. A reliable signal — though still worth a glance at the evidence.
“Diversified index funds historically outperform most active stock-picking over long horizons.”
Partial Agreement
Answers mostly align but differ on specifics or depend on your situation. Read the disagreements.
“Whether to consolidate debt depends on your interest rates, fees, and discipline.”
Significant Disagreement
Models conflict or rely on shaky information. Treat the answer with caution and verify thoroughly.
“The single best stock to buy right now is…” — answers diverge and go stale fast.
High-intent
Popular Verification Templates
Jump straight into the highest-stakes questions people verify most.
Verify Tax Advice
Deductions, filing rules, and IRS guidance change often and depend on your situation.
Start verifyingVerify Medical Advice
Symptoms, dosages, and treatments are high-stakes and easy for AI to get wrong.
Start verifyingVerify Legal Advice
Laws vary by jurisdiction and AI often invents statutes and case citations.
Start verifyingVerify Investment Advice
Markets move fast and AI can give outdated or overconfident financial takes.
Start verifyingVerify Product Recommendations
AI product picks can be outdated, biased, or based on thin information.
Start verifyingVerify Home Improvement Advice
Materials, codes, and methods vary — bad advice here is expensive.
Start verifyingThe workflow
How verification works
Ask a question
Enter any question or paste an answer an AI gave you. The question is all you need to start.
Compare across AI systems
ChatVerify compares how leading AI models and credible sources would answer.
Review the consensus
See a clear agreement level, confirmed points, and where answers diverge.
Explore the evidence
Dig into supporting sources and related questions before you decide.
What can you verify?
Verification categories
From medical claims to AI tool picks — verify the answers that matter.
Know the models
How accurate are AI models?
Every model has strengths and blind spots. Explore each one's accuracy and hallucination profile.
ChatGPT
86% accuracyby OpenAI
The most widely used general-purpose assistant.
Claude
87% accuracyby Anthropic
Careful, nuanced reasoning with a safety focus.
Gemini
85% accuracyby Google
Tightly integrated with Google's search and data.
Grok
80% accuracyby xAI
Real-time, opinionated, plugged into live posts.
Perplexity
84% accuracyby Perplexity AI
Answer engine built around cited sources.
Copilot
83% accuracyby Microsoft
AI woven into Windows, Office, and Bing.
Questions
Frequently asked questions
Can AI be wrong?
Yes — frequently. AI models generate fluent, confident answers that can be outdated, incomplete, or simply fabricated. Sounding sure is not the same as being correct, which is exactly why verification matters.
How often does AI hallucinate?
It varies by model and topic, but every major model hallucinates — inventing facts, citations, or numbers. The risk is highest for niche topics, recent events, exact statistics, and requests for sources.
What is AI consensus?
Consensus measures how strongly multiple AI systems and credible sources agree on an answer. Strong agreement is a positive signal; significant disagreement is a flag to dig deeper before you act.
Which AI model is most accurate?
No single model wins everything. Accuracy depends on the question — search-native tools are better for current info, while others are stronger at reasoning. Comparing several is more reliable than trusting one.
Should I trust AI with financial advice?
Treat AI as a research starting point, never a final decision-maker. Verify financial answers across models and authoritative sources, and consult a licensed professional for decisions that affect your money.
Before you act on an AI answer, verify it.
AI gives answers. ChatVerify helps you verify them.
Verify Now