Introduction
CueScout finds the pages that ChatGPT and Perplexity actually cite when buyers ask questions in your category, and shows you what it would take to get cited alongside them. It reads the live threads on Reddit, Hacker News, and Quora that AI engines quote from, surfaces the buyer questions repeating inside them, and turns the gaps into a dated 30-day writing plan. It never posts, replies, or touches your Reddit account — it's read-only by design.
For founders, marketers, and content teams who want to know exactly which sources are winning the AI answers in their space (and why), CueScout is a focused alternative to guessed visibility scores and generic keyword trackers.
Key Features
- Citation Sources — The exact URLs Perplexity and ChatGPT cited for your buyer questions, sorted by whether you can realistically win each one (existing thread you can answer vs. a page you'd need to build).
- AI Visibility — A GEO score, cited share, and per-question breakdown of whether ChatGPT and Perplexity name you, run against the live engines rather than estimated.
- Demand — The buyer questions repeating across Reddit, Hacker News, and Quora threads in your category, with the competitors named alongside you.
- 30-Day Plan — A dated, prioritized writing plan built from the actual gaps between what buyers ask and what currently gets cited.
- Readiness — Eight deterministic checks on your own site (robots.txt, llms.txt, crawlable content, pricing page, and more) that either pass or don't — no score to interpret.
- No Reddit account required — CueScout reads public threads and never posts, comments, or logs into Reddit on your behalf.
Who It's For
Founders, AEO/GEO consultants, and small marketing teams who already publish content and want to know which sources AI engines are actually pulling from, not a guessed visibility percentage.
Pricing
Paid plans start at $43/mo, billed quarterly. No free tier — every plan includes a live scan of your category's citation sources.
