Today's News, Ranked For Relevance.

Higher score indicates greater relevance to Canadian readers. See our scoring methodology to better understand how we are sifting through noise to find signals for you, so that you get to know what matters.

Articles Scored

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All Scored Articles

Every article that made it through the filter, ranked by matter score.

Transparency

We believe you should know what gets filtered out and why. Here's what didn't make it through our pipeline today.

What We Filtered Out

Articles removed before scoring: duplicates, non-Canadian content, and rule-based filters.

Methodology

How we separate signal from noise.

The Matter Score

Every article passes through a multi-stage pipeline. First, we filter out duplicates, non-Canadian content, and low-quality patterns. Then, a proprietary scoring model evaluates each article across several dimensions of real-world impact: how many people are affected, how deeply, and how lasting the consequences are.

The scoring process combines rule-based analysis with multiple AI models. Articles are evaluated independently. No editorial judgement, no human picks. The result is a single number: the Matter Score. Higher means more relevant to more Canadians for longer.

Quality Filters

Articles are penalized for patterns that generate clicks but don't inform: outrage bait, horse-race politics, clickbait headlines, and stories with no meaningful connection to Canada. These penalties reduce an article's score automatically, pushing substance to the top and noise to the bottom.

Why It Matters Summaries

Each article includes a one-line summary explaining why it matters. These summaries are written by AI, reviewed for accuracy, and designed to give you the "so what" in a single sentence.

We currently monitor 58 Canadian news sources across the English and French media landscape. Sources are selected for editorial standards and geographic diversity, not political alignment.