Topical Map AI shows you the map. We tell you where you are and what to build next.
Topical Map AI generates visual cluster maps — it's excellent for understanding the shape of a topic and planning your content structure. AEO Optimizer Pro does the same and then anchors it to your real site: auditing your existing content, scoring cluster completion, sequencing the publish plan by authority impact, and scoring every page for AI citation potential. We're in early access. Join the waitlist.
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Getting Started | ||
Accessible entry point | $7 one-time trial | Credit-based pricing |
Purpose-built for topical authority | Cluster maps only | |
Existing site integration | ||
Cluster Mapping | ||
Topic cluster generation | ||
Visual cluster map | ||
Keyword-level cluster detail | ||
Cluster completion scoring | ||
Topical Authority Planning | ||
Existing site audit → cluster map | ||
GSC data integration | ||
Prioritised publish sequence | ||
Competitor gap analysis | ||
AI Citation Optimisation | ||
AEO Fit Score | ||
AI answer engine guidance | ||
AI visibility tracking | Planned | |
Execution & Workflow | ||
Content analyzer | ||
Export publish plan | ||
One-click cluster plan | ||
Powered by Claude AI |
What AEO Optimizer Pro is built to do.
Topical Map AI gives you the cluster structure. AEO Optimizer Pro gives you the full picture: what you already have, what's missing, what to build first, and how each page scores for AI citations.
The cluster plan. Anchored to your actual site.
Topical Map AI generates cluster structures — it shows you the shape of a topic. AEO Optimizer Pro generates the same cluster architecture and then maps it to your existing content, so you can see exactly what's covered, what's missing, and how far each cluster is from complete authority.
- Full cluster structure generated from a single topic input.
- Every existing URL mapped to the cluster — coverage gaps identified automatically.
- Cluster completion score shows how far each topic is from full authority.
A sequenced plan. Not just a map.
A cluster map shows you what exists. AEO Optimizer Pro tells you what to build next. It sequences the missing pages in your cluster by authority impact — so you're always working on the piece that moves the needle most, not guessing from a diagram.
- Every missing page ranked by authority impact.
- GSC integration layers real ranking data onto your publish sequence.
- Prioritised publish order that compounds authority fastest.
Score for AI citations. Not just topical coverage.
Topical Map AI is built for Google topical authority — it doesn't have an AEO layer. AEO Optimizer Pro scores every page in your cluster by its potential to be cited in ChatGPT, Gemini, and Perplexity — and gives actionable guidance to improve each score. Own your topic on Google and in AI answer engines.
- AEO Fit Score for every page in your cluster plan.
- Guidance on what makes content citation-worthy for AI engines.
- Build for organic rankings and AI citations simultaneously.
The topical authority playbook is being rewritten. Be part of it.
AEO Optimizer Pro is in active development. Founding members get early access, a say in what gets built, and locked-in pricing at launch.
Founding members get early access · Locked-in pricing
Got more questions?
Common questions about AEO Optimizer Pro vs Topical Map AI.