Reddit / Forum Thread Miner
Turn messy community discussions into objections, terms, content angles, and prompt ideas.
Community thread dump
Paste a forum or Reddit thread to pull out the language real buyers use in the open.
Run the tool to get a structured result with scores, tables, recommendations, and next steps.
What You Get
Extracts community vocabulary that rarely appears in polished marketing copy.
What You Get
Finds repeated objections and trust issues worth addressing directly.
What You Get
Creates topic angles for blogs, comparison pages, FAQs, and review asks.
- Paste the thread content or a cleaned transcript, not just a summary.
- Leave usernames out if you do not need them for context.
- Use the mined phrases to improve the realism of your public-facing copy.
Prompt Gap Finder
Generate the highest-intent prompts your category should own and map the missing page types behind them.
Query Fan-Out Mapper
Expand one high-value query into the follow-up prompts AI systems and buyers naturally branch into.
Review Signal Analyzer
Extract the use cases, praise, objections, and comparison language hiding inside review text.
Track this in Citepanel
Move from one-time checks to continuous visibility, position, and sentiment monitoring.