Your AEO Assessment: markuslehnert.com
Overall AEO Maturity score: 2 out of 5

Your top 3 priorities
Here's where markuslehnert.com can make the fastest gains in AEO visibility, accuracy, and traffic. If you only did three things, do these:
Enhance existing content to comprehensively answer user questions, ensuring clarity and depth.
Implement structured data markup (schema.org) across all pages to enhance search engine understanding and visibility.
Ensure all pages are accessible via HTTPS to secure user data and improve trustworthiness.
What your AEO Assessment covers
Your personalized AEO assessment measures how well markuslehnert.com is positioned for AI-driven discovery. It evaluates your site’s performance across four key categories—Content, Technical, Authority, and Measurement—to show how effectively AI systems can understand, cite, and recommend your brand.

Content
Content: Build the source AI trusts
We evaluated how your content performs across freshness, structure, depth, and clarity to see how well it helps AI understand what you do and why you matter.
Content Category Score
The website has begun addressing user questions with relevant content but lacks depth and systematic coverage. Enhancing content comprehensiveness, implementing content clustering, and regular updates with freshness indicators will advance its AEO maturity.
Enhance content depth
Enhance existing content to comprehensively answer user questions, ensuring clarity and depth.
Implement content clustering
Develop a systematic approach to create content that addresses clusters of related questions.
Regular content updates
Regularly update content to maintain relevance and accuracy, with visible indicators of freshness.
Question Coverage Percentage
Coverage of the 100 most likely questions your target audience will ask related to the topics visible on your site.
Technical
Technical: Structure wins
We evaluated how well your site uses schema, other metadata, accessibility, and speed, and more to help LLMs understand the structure and meaning of your content and establish one part of your authority in AI-driven search.
Technical Category Score
The website currently lacks structured data markup, has incomplete HTTPS implementation, and is not optimized for mobile devices. Addressing these areas will enhance search engine visibility, security, and user experience.
Implement structured data markup
Implement structured data markup (schema.org) across all pages to enhance search engine understanding and visibility.
Enforce HTTPS across site
Ensure all pages are accessible via HTTPS to secure user data and improve trustworthiness.
Enhance mobile usability
Optimize website for mobile devices to improve user experience and meet search engine requirements.
Schema Coverage Percentage
Share of pages with schema.org metadata for improved LLM and search engine understanding.
Authority
Authority: Earn trust, everywhere
We evaluated how your site establishes authority by looking at how and how frequently others talk about you, the associated sentiment, and more.
Authority Category Score
The website demonstrates foundational authority with positive mentions and accurate backlinks but lacks key elements like a Google Knowledge Graph entry and a Wikipedia page, indicating room for growth in establishing comprehensive online credibility.
Claim Google knowledge graph
Claim and optimize a Google Knowledge Graph entry to enhance online authority.
Create wikipedia page
Develop and maintain a Wikipedia page to establish credibility and provide comprehensive information.
Expand industry presence
Increase presence on authoritative industry sites through guest posts and collaborations.
Authority Coverage Percentage
Percent of top 50 industry sites that mention you.
Measurement
Measurement: From rankings to representation
This score reflects how well you monitor your visibility across AI systems; from tracking brand mentions and citations to understanding sentiment and share of voice.
Measurement Category Score
The website currently lacks visible measurement tools and disclosures related to analytics or AI usage, indicating an ad hoc approach to presence checking. Implementing systematic tracking and appropriate tools would enhance measurement maturity.
Implement LLM traffic and sentiment tracking
If not already in place (we cannot tell from the outside), begin systematic tracking of LLM traffic, mentions, and sentiment in relevant answers in answer engines, with regular metric reviews.
Adopt mention tracking tools
If not already in place (we cannot tell from the outside), utilize tools like Scrunch, Profound, SEMrush, or Ahrefs for daily or weekly mention tracking, including inclusion, citation, and prominence in AI outputs.
Monitor conversion rates from LLM traffic
If not already in place (we cannot tell from the outside), systematically track conversion rates for LLM-sourced and non-LLM-sourced traffic, tying this data to revenue where possible.
Measurement Coverage
Presence of externally visible signs on your website that you are using measurement tools.




