We scrape 7+ live sources, remove duplicates, rewrite clickbait headlines, summarize clearly, and explain why each story matters — transforming chaotic news into a concise daily digest.
7+
News Sources
259+
Stories Processed
8
Categories
100%
Bias-Free Summaries
Every article passes through six processing stages before reaching your feed.
Scrape
Collect articles from 7+ sources
Normalize
Standardize categories across languages
Embed
Convert articles to TF-IDF vectors
Cluster
Group same-event articles together
Summarize
Generate one neutral summary per event
Explain
Add "Why It Matters" context to each story
Deliver
Produce a clean daily briefing
Every feature is designed to give you faster, cleaner, more trustworthy news.
Scraping APS, TSA, Al Jazeera, Ennahar, Elheddaf, WinWin, Elhayat and any generic RSS site.
TF-IDF embeddings with cosine similarity group same-event articles from different sources automatically.
Charged language, clickbait, and emotional exaggeration are stripped from every headline and summary.
Each cluster gets one clean, neutral summary powered by extractive NLP with optional Groq LLM boost.
Original sensational headlines are rewritten to be informative, factual, and click-bait free.
AI explains the real-world implications of each story — who is affected and what could happen next.
Instead of reading 50 articles, receive curated meta-stories with neutral headlines and clear summaries.