Your AEO Assessment: marginedge.com
Overall AEO Maturity score: 2 out of 5
Your top 3 priorities
Here's where marginedge.com can make the fastest gains in AEO visibility, accuracy, and traffic. If you only did three things, do these:
Fix broken links across your homepage, product, and pricing pages and run a site-wide link audit. With 21.6% of internal links broken, resolving these will unlock technical level 2 and ensure AI sy...
Close content gaps by creating new pages that address the key prospect questions your site currently doesn't answer. Prioritize high-intent questions to improve AI citation likelihood and move cont...
Adopt a dedicated AEO monitoring tool to systematically track AI citation rates, LLM brand mentions, and AI-referred traffic. Manual spot-checking won't scale as AI-driven discovery accelerates.
AI visibility snapshot
Top competitors mentioned alongside you
What your AEO Assessment covers
Your personalized AEO assessment measures how well marginedge.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
Marginedge achieved Level 2 in Content. Key areas for improvement: Content answers at least 40% of the key , At least 20% of content pages published , Average Flesch Reading Ease score is at .
Content answers at least 40% of the key questio...
Close content gaps. The assessment identified key prospect questions that your content doesn't address. Create new content specifically targeting these unanswered questions. Prioritize questions wi...
At least 20% of content pages published or upda...
Accelerate content updates. Review and refresh at least 20% of your content every 6 months. Prioritize pages with outdated information, declining traffic, or competitive topics that evolve quickly.
Average flesch reading ease score is at least 45
Improve content readability toward a Flesch score of 45+. Maintain technical precision but simplify surrounding language: shorter sentences, active voice, and plain English for non-technical passag...
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
MarginEdge has solid foundations in place—HTTPS, valid sitemap, and strong accessibility. The main opportunity is addressing broken links across the site, which will strengthen credibility with both visitors and AI systems and unlock the next level of technical maturity.
Fix broken links on key pages
Your homepage, product, and pricing pages currently have a higher-than-ideal broken link rate. Prioritize fixing these links to improve visitor trust and ensure AI systems can reliably crawl your m...
Run a site-wide link audit
About 21.6% of internal links across your site are broken, signaling a maintenance opportunity. Use a crawling tool like Screaming Frog or Semrush to identify and resolve broken links site-wide.
Expand structured data coverage
Schema markup exists on 17% of your pages—a good start. Expanding JSON-LD schema (Organization, Product, FAQ, etc.) to 50%+ of pages will help AI engines better understand and surface your content.
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
MarginEdge has built strong authority with Google Knowledge Graph presence, robust social profiles, and recognition across major AI platforms. A Wikipedia page gap and opportunities to expand author attribution and industry mentions are the clearest paths to the next level.
Pursue a wikipedia page
Work toward establishing a Wikipedia page by building significant coverage in reliable, independent sources. Wikipedia is a primary training source for all major LLMs and dramatically increases AI ...
Expand author bylines on content
Increase named author attribution across blog posts and content pages toward 50%+. Include detailed author bios, link to social profiles, and use Person schema markup to signal expertise and build ...
Broaden authoritative industry mentions
At 41% mention rate, you're close to the 50% threshold. Focus on filling gaps in regional publications, adjacent industry sources, and research contexts to achieve pervasive authoritative 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
MarginEdge has strong analytics foundations with 100% sitewide coverage across 9 tools including GA4 and HubSpot. The next opportunity is layering AEO-specific tracking to measure how AI platforms drive discovery and traffic to your site.
Adopt an AEO monitoring tool
Invest in a dedicated AEO monitoring tool that systematically tracks AI citation rates, LLM brand mentions, and AI-referred traffic. Manual spot-checking doesn't scale — purpose-built tools automat...
Start tracking AEO-specific 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 in your analytics, ...
Maintain full analytics coverage
Your 100% analytics coverage is excellent — maintain this as you add AEO tracking layers. Complete coverage ensures you can accurately measure AI-referred traffic patterns across your entire site w...
Measurement Coverage
Presence of externally visible signs on your website that you are using measurement tools.