MarketMuse audits your content. We build your authority.
MarketMuse uses AI topic modelling to score your content quality and competitiveness at the page level. AEO Optimizer Pro builds the topical authority architecture — mapping your existing site to clusters, finding the gaps, sequencing the publish plan, and scoring every page for AI citation potential. We're in early access. Join the waitlist.
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Getting Started | ||
Free tier | Limited free plan | |
Accessible entry point | $7 one-time trial | $149/mo (Standard) |
Purpose-built for topical authority | ||
Starting Point | ||
Audit existing site → cluster map | ||
Cluster completion scoring | ||
Content inventory | ||
GSC ranking data integration | ||
Sitemap import (no GSC required) | ||
Topical Authority Planning | ||
Topic cluster generation | ||
Prioritised publish sequence | ||
Competitor cluster gap analysis | ||
Topic modelling | ||
Page-level content score | ||
AI Citation Optimisation | ||
AEO Fit Score | ||
AI answer engine guidance | ||
AI visibility tracking | Planned | |
Content Intelligence | ||
Content brief generation | ||
Competitive content analysis | ||
Content analyzer | ||
Powered by Claude AI | ||
Execution & Workflow | ||
Export publish plan | ||
One-click cluster plan | ||
Content brief editor |
What AEO Optimizer Pro is built to do.
MarketMuse tells you how well individual pages cover a topic. AEO Optimizer Pro builds the cluster strategy that makes every page compound — with a publish sequence and AI citation scoring layer on top.
Build the authority plan. Not just the content score.
MarketMuse scores individual pages against the competitive content landscape. AEO Optimizer Pro operates at the cluster level — generating the full pillar + cluster architecture for a topic, sequencing what to publish first, and mapping your existing content to find the gaps.
- Full cluster structure generated from a single topic input.
- Every page ranked by authority impact — know what to build first.
- Prioritised publish sequence that compounds authority fastest.
Start from your existing site.
MarketMuse audits your content inventory for quality and competitiveness. AEO Optimizer Pro maps your entire site to topic clusters, scores each cluster by completion percentage, and identifies the exact pages missing — so you know which topics are 2 pages away from full authority.
- Import via GSC or XML sitemap — every existing URL mapped to a cluster.
- Cluster completion score so you never rebuild what's already close to done.
- Missing pages added to your plan, ranked by authority impact.
Score for AI citations. Not just Google rankings.
MarketMuse 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. Build authority that works across traditional search and AI-generated answers.
- 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 MarketMuse.