Your AEO Assessment: merative.com
Overall AEO Maturity score: 2 out of 5
Your top 3 priorities
Here's where merative.com can make the fastest gains in AEO visibility, accuracy, and traffic. If you only did three things, do these:
Fix broken links on key pages (homepage, product, about) to clear the final technical gate. This single fix unlocks level 2 and improves how AI systems evaluate your site's reliability and crawlabi...
Close key question gaps by creating content around high-intent, unanswered prospect questions. You're at 36% coverage versus the 40% target—closing this gap helps AI engines surface merative in mor...
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 merative.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
Merative has a solid content foundation with 102 pages, 15 content types, and strong FAQ coverage (96.5%). To reach the next level, focus on closing question gaps, refreshing content more frequently, and improving readability to make content more accessible to AI engines.
Close key question gaps
Your content addresses 36% of the key questions prospects are likely asking—just shy of the 40% target. Prioritize creating new content around high-intent, unanswered questions to help AI engines s...
Accelerate content refresh cadence
About 15% of your content has been updated in the last six months, just below the 20% threshold. Prioritize refreshing pages with outdated information or topics that evolve quickly to signal releva...
Simplify writing for clarity
Your readability score (28.9) is close to the Level 3 threshold of 30. Use shorter sentences, active voice, and break up dense paragraphs—technical content can remain precise while being more acces...
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
Merative has solid SEO foundations in place—strong heading structure, good metadata coverage, HTTPS, and a valid sitemap. You're just one gate away from completing Level 1. Fixing broken links on key pages and expanding structured data are your clearest next steps.
Fix broken links on key pages
Your key pages (homepage, product, about) have a broken link rate just above the 10% threshold. Resolving these will improve visitor trust, crawlability, and how AI systems evaluate your site's rel...
Expand schema markup coverage
Schema.org markup exists on about 20% of your pages—a good start. Expanding JSON-LD structured data (Organization, Article, Product, FAQ) to 50%+ of pages will help AI engines better understand and...
Validate all existing schema markup
As you expand structured data, use Google's Rich Results Test or the Schema.org validator to ensure all markup is error-free. Valid schema increases the likelihood that AI systems accurately repres...
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
Merative has established recognized authority with a Wikipedia page, Knowledge Graph presence, and strong LLM brand recognition. A near-miss on content attribution and growing your authoritative footprint are the clearest paths to the next level.
Strengthen claims with sources
You're just below the threshold for expert attribution. Ensure claims in key content are backed by data, named sources, or credible credentials — this builds trust with both prospects and AI models.
Expand authoritative industry mentions
Merative appears on about a third of relevant authoritative sources. Target niche health IT publications, analyst reports, academic citations, and partner ecosystem content to broaden your footprint.
Amplify original thought leadership
Publish original research with proprietary data (e.g., MarketScan insights), secure conference speaking slots, and contribute expert commentary to journalists to build named association with indust...
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
Merative has a strong analytics foundation with 97.5% sitewide coverage and multiple tracking tools in place. The next step is layering in AEO-specific measurement to track 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—automated tools provide c...
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, and brand mention ...
Maintain near-universal analytics coverage
Your 97.5% analytics coverage is excellent—keep it there. Near-complete coverage ensures you can accurately measure AI-referred traffic patterns across your full site as you build out AEO tracking ...
Measurement Coverage
Presence of externally visible signs on your website that you are using measurement tools.