AI-Powered Analysis

Can You Trust
That News?

VeriNews uses an ensemble of machine learning models to assess the credibility of news content — text, images, or URLs — instantly.

3 Input Types
2 ML Models
1 Ensemble Vote

Analyze Content

Choose how you want to submit news content for analysis.

Minimum 20 characters. The more text, the more accurate the analysis.

How It Works

A multi-stage AI pipeline processes your content in seconds.

Submit Content

Paste text, upload a screenshot, or enter a URL — we handle all three.

AI Preprocessing

Text is cleaned, stop words removed, and stemmed for optimal ML performance.

Dual ML Analysis

Logistic Regression and Naive Bayes independently assess TF-IDF feature vectors.

Ensemble Verdict

A majority voting ensemble combines predictions for a final confidence-scored result.