Generative Engine Optimization Planner
Build a GEO work plan across content, citations, reviews, comparisons, and technical readiness.
GEO inputs
Add your current positioning, proof, and assets to generate a generative engine optimization plan.
Run the tool to get a structured result with scores, tables, recommendations, and next steps.
What You Get
Frames AI search work as a repeatable GEO program instead of scattered tasks.
What You Get
Identifies the fastest wins across technical, content, and authority work.
What You Get
Useful for teams packaging GEO into a roadmap or internal initiative.
- Treat the output as a GEO baseline, not a one-time grade.
- List assets honestly so the plan reflects reality.
- Use the weakest area as the first sprint, then iterate from there.
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.
AI Search Readiness Score
Benchmark whether your brand is actually ready for AI search, not just traditional SEO.
Track this in Citepanel
Move from one-time checks to continuous visibility, position, and sentiment monitoring.