Overview

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CurrentScout

The AI internet, distilled. Ranked signal from the communities where AI actually happens — scored by momentum, engagement, and source weight.

Ranking Formula

Momentum35%Upvotes/hour velocity

Recency25%Time decay over 7 days

Engagement30%Score + comments (log1p)

Quality10%Technical depth heuristics

× subreddit tier weight (1.0–1.5×)

Communities

Tracked

44 subreddits

Categories

Cache TTL

15 min

Tier 1 Communities

Data Source

Reddit public JSON API (free, no auth required). Hot + rising feeds fetched per subreddit. All data is read-only.