Filtering archived and locked threads is the strongest part of this. Many Reddit discovery tools surface high-ranking pages that no longer allow participation, so separating “citation opportunity” from “reply opportunity” would make the output even clearer. A useful next detail would be showing why each thread was scored: recency, comment velocity, subreddit fit, and competitor mentions.
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Filtering archived and locked threads is the strongest part of this. Many Reddit discovery tools surface high-ranking pages that no longer allow participation, so separating “citation opportunity” from “reply opportunity” would make the output even clearer. A useful next detail would be showing why each thread was scored: recency, comment velocity, subreddit fit, and competitor mentions.