reddit-citation-analysislisted

# Reddit Citation Analysis Analyze how Reddit contributes to AI-search answers about a brand, category, or competitor set. This skill works from citation exports and, when available, thread/comment review. It should not invent comment evidence. If raw Reddit text is unavailable, base conclusions on URL patterns, subreddit names, titles, citation frequency, and AI response snippets, and label that limitation. ## Inputs Required: - Citation export with Reddit URLs or a broader citation export that can be filtered to Reddit. - Brand name. Helpful: - Competitor list from the active engagement context. - Prompt execution data. - AI response text. - Raw Reddit thread or comment payloads. - Brand stance on community engagement. Useful columns: - `url` - `root_domain` - `title` - `frequency` - `unique_executions` - `type` - `prompt` - `topic` - `ai_response` ## Workflow 1. Resolve competitor candidates from the current engagement. 2. Filter citation rows to Reddit URLs. 3. Normalize subreddit, thread, and user-profile URLs. 4. Split branded prompts from unbranded category prompts when prompt data is available. 5. Rank subreddits by citation frequency and unique executions. 6. Identify thread types: - Direct brand reputation threads. - Alternatives and comparison threads. - "Best for" recommendation threads. - Problem-solving threads. - Review or complaint threads. - User-profile FAQ pages. 7. Compare competitor presence. 8. Extract sentiment only when the