Query Fan-Out Mapper
Expand one high-value query into the follow-up prompts AI systems and buyers naturally branch into.
Seed query
Add a seed query, the audience, and an optional location to generate a query fan-out map.
Run the tool to get a structured result with scores, tables, recommendations, and next steps.
What You Get
Builds prompt trees across awareness, comparison, and decision stages.
What You Get
Suggests which page type should answer each branch.
What You Get
Useful for content planning, internal linking, and local search expansion.
- Start with a real high-intent prompt, not a broad category keyword.
- Add the buyer or audience so the branches stay commercially relevant.
- Turn the output into a cluster of pages instead of one oversized article.
Prompt Gap Finder
Generate the highest-intent prompts your category should own and map the missing page types behind them.
Review Signal Analyzer
Extract the use cases, praise, objections, and comparison language hiding inside review text.
Reddit / Forum Thread Miner
Turn messy community discussions into objections, terms, content angles, and prompt ideas.
Track this in Citepanel
Move from one-time checks to continuous visibility, position, and sentiment monitoring.