Your AEO Assessment: pnnl.gov
Overall AEO Maturity score: 3 out of 5
Your top 3 priorities
Here's where pnnl.gov can make the fastest gains in AEO visibility, accuracy, and traffic. If you only did three things, do these:
Simplify complex scientific content to improve readability and accessibility.
Implement structured data markup across all pages to enhance search engine understanding and visibility.
Optimize page load times by compressing images and leveraging browser caching to improve user experience and SEO performance.
What your AEO Assessment covers
Your personalized AEO assessment measures how well pnnl.gov 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
PNNL's website effectively addresses user questions but features complex language and lacks comprehensive FAQs. Simplifying content and expanding FAQs can enhance accessibility and engagement.
Enhance content readability
Simplify complex scientific content to improve readability and accessibility.
Expand FAQ section
Develop comprehensive FAQs to address common audience questions.
Maintain content freshness
Regularly update 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 a moderate level of technical SEO maturity, with a well-structured URL hierarchy and mobile-friendly design. However, improvements in structured data implementation, page load optimization, and meta information consistency are needed to advance to a higher maturity level.
Implement structured data markup
Implement structured data markup across all pages to enhance search engine understanding and visibility.
Optimize page load times
Optimize page load times by compressing images and leveraging browser caching to improve user experience and SEO performance.
Enhance meta titles and descriptions
Ensure all pages have unique and descriptive meta titles and descriptions to improve click-through rates from search results.
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
PNNL demonstrates strong authority through consistent citations by industry sources and an established online presence. To advance further, enhancing proactive digital PR, publishing annual thought leadership reports, and systematizing citation management are recommended.
Boost digital PR for authoritative mentions
Enhance proactive digital PR efforts to increase authoritative mentions in industry-leading publications.
Publish annual thought leadership reports
Develop and disseminate annual thought leadership reports to establish PNNL as a primary source of industry insights.
Systematize online citation management
Implement a systematic approach to monitor and manage online citations, ensuring accuracy and completeness.
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 evidence of advanced measurement tools and practices, indicating an ad hoc approach to presence checking. Implementing systematic tracking and utilizing SEO and AEO tools would 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 in answer engines, with regular metric reviews.
Utilize SEO and AEO tools for mention tracking
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.
Track conversion rates for LLM and non-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.