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playhealth.com
FALL 2025

playhealth.com

Moderate AI visibility with 24 of 48 criteria passing. Biggest gap: llms.txt file.

Healthcare & Patient AdvocacyHealthcare Technology
53/100
2 since v1
F
Citation Avg
Answer Readiness
~40% weight
7/10
Content Structure
~25% weight
4/10
Trust & Authority
~15% weight
6/10
Technical Foundation
~10% weight
6/10
AI Discovery
~10% weight
7/10

Verdict

Below-average AEO readiness at 53/100 - multiple areas need attention. Key strengths include Canonical URL Strategy, Content Cannibalization, and Topic Coherence. Priority gaps: llms.txt File, Comprehensive FAQ Section, and RSS/Atom Feed.

How to Improve

Current
53/100
Projected
81/100
40Total Fixes
10Quick Wins
~71hEst. Effort
Quick Wins
Create /llms.txt fileLink orphan pages into site navigationAdd direct answer paragraphsAdd ai.txt and content licensingMake content creators clearly visibleImprove citation-ready writing qualityReduce extraction frictionImprove server response efficiencyReduce render-blocking resourcesReduce document weight
Create /llms.txt file
critical|low
Add llms-full.txt with extended content
medium|low
Reduce render-blocking resources
high|low
Reduce document weight
high|low
Fix HTML structure and meta tags
low|low
Configure robots.txt for AI crawlers
medium|trivial
Add internationalization signals
critical|medium
Improve server response efficiency
high|low
Create complete sitemap.xml
low|low

Top Opportunities10

Expand articles to 1000+ words with structured H2/H3 sections, comparison tables, and expert analysis. Thin content (under 300 words) is rarely cited by AI engines. Deep, well-structured articles demonstrate expertise.

Ensure every question-format heading (H2/H3) is followed by a direct answer paragraph. This pattern is ideal for AI engine snippet extraction.

Use HTML tables for comparison data and ordered/unordered lists for features, steps, and specifications. Structured data formats are directly extractable by AI engines for answers.

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.

Write concise, standalone answer paragraphs (2-3 sentences) immediately after question headings. These "snippet-ready" paragraphs are ideal for AI engine citations.

Include "our analysis", "our data", "our testing" phrases backed by original research or proprietary data. 52.2% of AI-cited posts contain owned data signals.

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.

Add question-based headings (H2/H3) throughout your content. Use "What is...", "How does...", "Why should..." patterns that match how users query AI assistants.

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.

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

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Site Pages

playhealth.com/resources/the-case-for-perimenopause-infra...F38
The Case for Perimenopause Infrastructure — Play Health
playhealth.com/consent/v1F33
Consent | Explore At-Home Testing Today — Play Health
playhealth.com/resources/why-i-started-play-healthF36
Why I started Play Health — Play Health
Changes since v1Last audited 76 days ago
51
53
+2
View full comparison →
Increase Content DepthImprove Question-Answer AlignmentAdd Structured Tables & ListsBuild Comprehensive FAQ SectionAdd Direct Answer ParagraphsAdd Owned Data SignalsAdd Original Data & Case StudiesRestructure Content as Q&AAdd Answer Capsule PatternsPackage Evidence for AI

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