How NoParrot Works
From your question to a confidence-scored answer in seconds. Here's what happens behind the scenes.
Step 1
You ask a question
Type any question you'd ask ChatGPT, Claude, or Gemini. NoParrot takes it from there.
Step 2
4 AI models respond independently
Your question is sent to Claude, GPT, Gemini, and Grok simultaneously. Each model answers independently with no knowledge of the others' responses.
Step 3
Individual claims are extracted
Each response is broken down into atomic, verifiable claims. Not paragraphs — individual facts that can be checked across models.
Step 4
Claims are compared and scored
Claims are matched across models using semantic similarity. Each claim is scored as verified (green), uncertain (yellow), or disputed (red) based on model agreement and contradiction detection.
Step 5
You see the result with NoParrot Score
A clear, readable answer is composed with every sentence color-coded by confidence. The NoParrot Score (0-100) gives you an at-a-glance reliability rating.
What you get
A single readable answer, every sentence color-coded by confidence.
What makes NoParrot different
Claim-level granularity
Competitors check entire paragraphs. We break responses into individual facts and score each one separately — so you know exactly which parts to trust.
Algorithmic scoring (NoParrot Score 0-100)
Not a black box. Our scoring is based on measurable model agreement, contradiction detection, and confidence calibration — transparent and deterministic.
Web source verification
Green claims are independently verified against web sources via Brave Search. If the web contradicts what models agreed on, the score is adjusted.
Try it yourself
Ask any question and see where AI models agree and disagree — no signup required.