Your AEO Assessment: michelin.com
Overall AEO Maturity score: 3 out of 5
Your top 3 priorities
Here's where michelin.com can make the fastest gains in AEO visibility, accuracy, and traffic. If you only did three things, do these:
Implement structured data markup across all relevant pages to enhance search engine understanding and visibility.
Optimize website speed by compressing images, leveraging browser caching, and minimizing JavaScript and CSS files.
Ensure all pages are mobile-friendly by adopting responsive design principles and testing across various devices.
What your AEO Assessment covers
Your personalized AEO assessment measures how well michelin.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
Michelin's content effectively addresses clusters of related questions with a focus on readability and user engagement. To advance in AEO maturity, enhancing topic comprehensiveness, ensuring content freshness, and improving readability are recommended.
Create content clusters
Develop comprehensive content that addresses clusters of related questions to enhance semantic richness.
Regular content updates
Ensure all content is updated regularly, with visible indicators of freshness such as 'last updated' dates.
Enhance readability
Improve readability by simplifying complex language and sentence structures, aiming for a Flesch Reading Ease score above 70.
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
Michelin's website demonstrates a solid technical foundation but requires enhancements in structured data implementation, page speed optimization, and mobile responsiveness to advance its AEO maturity.
Implement structured data markup
Implement structured data markup across all relevant pages to enhance search engine understanding and visibility.
Optimize website speed
Optimize website speed by compressing images, leveraging browser caching, and minimizing JavaScript and CSS files.
Ensure mobile-friendliness
Ensure all pages are mobile-friendly by adopting responsive design principles and testing across various devices.
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
Michelin demonstrates a high level of authority maturity, with widespread positive citations, proactive citation management, and engaging visual storytelling. Continued focus on citation enhancement, original research, and digital engagement will further solidify its industry leadership.
Enhance citation management
Continue to actively manage and enhance citations across authoritative platforms to maintain and strengthen brand authority.
Promote original research
Develop and promote original research and data-driven content to further solidify thought leadership in the industry.
Engage with emerging platforms
Expand engagement with emerging digital platforms and technologies to reach broader audiences and reinforce brand presence.
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
Michelin's website shows no visible evidence of web analytics or SEO tools usage, indicating a basic level of measurement maturity. Enhancing tracking of LLM traffic and mentions could advance their AEO 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 in 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, including inclusion, citation, prominence, and sentiment analysis.
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.