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lionpose.com
WINTER 2021

lionpose.com

Moderate AI visibility with 38 of 48 criteria passing. Biggest gap: content licensing & ai permissions.

Healthcare & Patient AdvocacyHealthcare Technology
66/100
2 since v1
F
Citation Avg
Answer Readiness
~40% weight
7/10
Content Structure
~25% weight
8/10
Trust & Authority
~15% weight
7/10
Technical Foundation
~10% weight
6/10
AI Discovery
~10% weight
8/10

Verdict

Moderate AEO readiness at 66/100 with significant gaps to address. Key strengths include llms.txt File, Sitemap Completeness, and Table & List Extractability. Priority gaps: Content Licensing & AI Permissions, Speakable Schema, and First-Hand Experience Signals.

How to Improve

Current
66/100
Projected
84/100
34Total Fixes
7Quick Wins
~63hEst. Effort
Quick Wins
Create /llms.txt fileConfigure robots.txt for AI crawlersAdd ai.txt and content licensingClarify entity boundariesReduce extraction frictionAdd image context for AI enginesEliminate cross-page duplicate content
Create /llms.txt file
critical|low
Add llms-full.txt with extended content
medium|low
Reduce render-blocking resources
critical|medium
Fix HTML structure and meta tags
medium|low
Configure robots.txt for AI crawlers
high|trivial
Add internationalization signals
critical|medium
Reduce document weight
medium|low
Improve server response efficiency
medium|low

Top Opportunities10

Publish original research, statistics, case studies, or proprietary data that AI engines can cite. Unique data points make your content a primary source rather than a derivative one.

Ensure blog content consistently covers your core expertise areas rather than scattering across unrelated topics. AI engines build authority models - a site about "Medicare coverage" that also publishes about humidifiers and groceries dilutes its topical authority.

Write 20-25 word self-contained answer sentences immediately after each H2 heading. 72.4% of AI-cited posts use this pattern - it gives engines a ready-made snippet to quote.

Create a dedicated FAQ page with FAQPage schema markup. Cover common questions about your products, services, and industry to become a direct answer source for AI engines.

Show direct use, testing, implementation, or lived experience with concrete observations, examples, screenshots, and lessons learned.

The same paragraphs appear on multiple pages. AI engines may only index one version and ignore the rest. Rewrite shared content so each page offers a unique perspective.

Add inline citations to external sources, "According to [Source]..." attribution phrases, and a Sources section at the end of key articles.

Add Organization schema with consistent name, address, phone (NAP). Include sameAs links to social profiles and authoritative directories to strengthen entity recognition.

Write self-contained definition sentences and single-claim statements that AI engines can quote directly. Avoid pronouns like "this" or "that" at the start of answer paragraphs.

Place a concise 40-80 word answer block in the first 300 words of each page. Avoid throat-clearing openers like "In this article..." and lead with the answer.

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Site Pages

lionpose.com/blogs/dermatologists/best-dermatologists-in-...D40
Best Dermatologists for Skin of Color - Dallas & Houston – Lion Pose
Changes since v1Last audited 75 days ago
64
66
+2
View full comparison →
Add Original Data & Case StudiesFocus Content on Core TopicsAdd Answer Capsule PatternsBuild Comprehensive FAQ SectionAdd First-Hand Experience SignalsEliminate Cross-Page Duplicate ContentPackage Evidence for AIStrengthen Entity Authority (NAP)Improve Citation-Ready WritingAdd Answer-First Placement

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