Your AEO Assessment: proto.cx
Overall AEO Maturity score: 2 out of 5

Your top 3 priorities
Here's where proto.cx can make the fastest gains in AEO visibility, accuracy, and traffic. If you only did three things, do these:
Develop a comprehensive FAQ section addressing common user questions
Simplify technical content to improve readability and accessibility
Implement structured data markup across all key pages to enhance search engine understanding and visibility
What your AEO Assessment covers
Your personalized AEO assessment measures how well proto.cx 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
Proto's content addresses some user questions but lacks depth and readability. Enhancing the FAQ section, simplifying technical language, and updating content regularly will improve user engagement and content maturity.
Expand FAQ section
Develop a comprehensive FAQ section addressing common user questions.
Enhance content readability
Simplify technical content to improve readability and accessibility.
Maintain content freshness
Regularly update existing content to ensure freshness and relevance.
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 demonstrates foundational technical SEO practices but lacks advanced implementations such as structured data, optimal performance metrics, and mobile optimization. Addressing these areas will enhance search visibility and user experience.
Implement structured data markup
Implement structured data markup across all key pages to enhance search engine understanding and visibility.
Optimize core web vitals
Optimize website performance by improving Core Web Vitals metrics, focusing on Largest Contentful Paint (LCP), Interaction to Next Paint (INP), and Cumulative Layout Shift (CLS).
Enhance mobile usability
Ensure mobile-friendliness by adopting responsive design principles and conducting thorough mobile usability testing.
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
Proto.cx demonstrates a solid foundation in authority with mentions in reputable publications and accurate online profiles. To advance, the company should focus on proactive digital PR, systematic sentiment management, and developing thought leadership content to enhance its industry authority.
Boost digital PR
Enhance proactive digital PR efforts to increase authoritative mentions in industry publications.
Manage online sentiment
Monitor and manage online mentions and sentiment systematically to maintain a positive brand image.
Create thought leadership content
Develop and distribute thought leadership content to establish authority in the AI customer experience domain.
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
Proto.cx currently lacks visible measurement tools and disclosures related to analytics and AI usage, indicating an ad hoc approach to presence checking. Implementing systematic tracking and utilizing appropriate tools will enhance measurement maturity.
Implement LLM traffic and sentiment tracking
If not already in place (we cannot tell from the outside), implement systematic tracking of LLM traffic, mentions, and sentiment in relevant answers within answer engines, with regular metric reviews.
Utilize 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, focusing on inclusion, citation, and prominence in AI outputs.
Track conversion rates for 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 metrics.
Measurement Coverage
Presence of externally visible signs on your website that you are using measurement tools.




