AI Search Readiness Score
Benchmark whether your brand is actually ready for AI search, not just traditional SEO.
Readiness inputs
Add the core positioning, proof, and key pages you already have to benchmark AI search readiness.
Run the tool to get a structured result with scores, tables, recommendations, and next steps.
What You Get
Balances clarity, proof, structure, comparison coverage, and FAQ depth.
What You Get
Provides a practical score that marketing teams can improve over time.
What You Get
Creates a simple baseline before you invest in heavier GEO work.
- Paste language from your real site, not internal strategy notes.
- List the page types you already have so the tool can detect missing assets.
- Use the result as your before-state before content and PR sprints.
AI Visibility Checker
Score how clearly your brand, category, and proof stack line up with AI recommendation prompts.
AI Citation Tracker Lite
Map the mix of owned, editorial, review, and community sources supporting a page or topic.
Answer Sentiment Snapshot
Measure how positively or negatively an AI answer frames your brand, and which themes drive that tone.
Track this in Citepanel
Move from one-time checks to continuous visibility, position, and sentiment monitoring.