Reddit Hot Post Analysis
Analyze only the top 20% high-engagement posts in your target communities and get writing guidance: themes, the community’s own phrasing, and per-theme post angles.
Scenarios
Tags
Estimated duration
Usually 8-30 min
30-day retention before cleanup
Results, submitted inputs, and uploaded file metadata are kept for 30 days after execution, then cleaned up.
HistoryRanks posts in your target subreddits by score + comments over your date window, keeps only the top 20%, and turns that slice into writing guidance: recurring themes (each backed by at least three kept posts), the community’s own phrasing with frequencies, and evidence-backed entry angles per theme (pitfall story, comparison, help-seeking, retrospective — never a default product introduction).
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Prepare: category words (required), optional brand words, target subreddits (required), and the date window (required).
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You get: the cut line, ranked themes with evidence links, a phrase table, and per-theme writing angles with example title patterns — enough to decide your next post without re-opening Reddit.
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Use it for: deciding what to post and how to enter; feed its output to post drafting as hot-post insights.
Output sample
Hot post insights preview What the result contains - Top 20% engagement cut - Ranked themes with evidence - Community phrase table - Per-theme writing angles The final report adds evidence, reasoning, and recommended next actions.