Your AEO Assessment: kirbycorp.com
Overall AEO Maturity score: 2 out of 5
Your top 3 priorities
Here's where kirbycorp.com can make the fastest gains in AEO visibility, accuracy, and traffic. If you only did three things, do these:
Expand thin content pages: many content pages average around 103 words, making it difficult for AI engines to extract meaningful answers. Prioritize bringing key pages to at least 300 words by addi...
Broaden authoritative industry mentions: kirby appears on 35% of key industry sources, just below the 40% threshold for the next level. Target niche maritime publications, partner ecosystems, analy...
Adopt a dedicated AEO tool: invest in a purpose-built AEO monitoring tool that systematically tracks AI citation rates, LLM brand mentions, and AI-referred traffic. Manual spot-checking doesn't sca...
What your AEO Assessment covers
Your personalized AEO assessment measures how well kirbycorp.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
Kirby Corporation has a solid foundation with 132 content pages and strong freshness (78% updated within 12 months). The key opportunity is expanding page depth—averaging 103 words per page limits AI engines' ability to extract and surface your expertise.
Expand thin content pages
Many content pages average around 103 words, which makes it difficult for AI engines and search tools to extract meaningful answers. Aim to bring key pages to at least 300 words by adding relevant ...
Build deeper, more substantive pages
To move toward the next maturity level, target an average of 500+ words on content pages. Go beyond surface-level overviews by incorporating examples, data points, and operational context that demo...
Answer prospect questions directly
Currently about 22% of content pages align with the questions prospects are likely asking. Research common industry questions using tools like Google's People Also Ask or direct customer feedback, ...
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
Kirby Corporation has strong foundational elements in place—excellent schema markup, HTTPS, and a valid sitemap. The key opportunity is improving SEO metadata coverage and fixing broken links across the site to help AI systems and search engines better understand your content.
Fix broken links on key pages
About 15% of internal links on key pages are broken, which can undermine credibility with visitors and AI systems. Prioritize fixing broken links on your homepage, product, and about pages first.
Add metadata to key pages
Most key pages are missing complete SEO metadata. Ensure every important page—homepage, services, about, and contact—has a unique title tag, meta description, and H1 heading.
Expand metadata coverage site-wide
Currently only about 15% of pages have complete SEO metadata. Use CMS templates to auto-populate title tags, meta descriptions, and H1 headings across the site to reach at least 70% coverage.
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
Kirby Corporation has earned Recognized Authority status (Level 3), with strong brand clarity and AI platforms consistently identifying it as the largest U.S. tank barge operator. Expanding social presence and industry mentions will unlock the next level.
Add more social profile links
Your site currently links to one social profile (Twitter/X). Adding at least one more—such as LinkedIn or YouTube—helps AI engines and search platforms connect your identity across the web.
Broaden authoritative industry mentions
Kirby appears on 35% of key industry sources, just below the 40% threshold for the next level. Target niche maritime publications, partner ecosystems, analyst coverage, and trade association mentio...
Strengthen thought leadership visibility
Kirby is close to the next threshold for thought leadership signals. Publishing original research with proprietary data, securing conference speaking slots, and contributing expert commentary to jo...
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
Kirby Corporation has a solid analytics foundation with 97% sitewide coverage across multiple tools. The next opportunity is layering AEO-specific tracking to measure how AI platforms reference and drive traffic to your brand.
Adopt a dedicated AEO tool
Invest in a purpose-built AEO monitoring tool that systematically tracks AI citation rates, LLM brand mentions, and AI-referred traffic. Manual spot-checking doesn't scale — dedicated tools automat...
Start tracking AEO metrics
If not already in place (we cannot tell from the outside), begin monitoring AI bot traffic via server logs, LLM-referred human traffic from platforms like ChatGPT and Perplexity, and brand mention ...
Maintain full analytics coverage
Your 97% analytics coverage is excellent and already meets advanced benchmarks. Ensure any remaining gaps are limited to intentionally excluded pages so you can accurately measure AI-referred traff...
Measurement Coverage
Presence of externally visible signs on your website that you are using measurement tools.