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inpharmd.com
WINTER 2021

inpharmd.com

Moderate AI visibility with 23 of 48 criteria passing. Biggest gap: llms.txt file.

Healthcare & Patient AdvocacyHealthcare Technology
53/100
1 since v1
F
Citation Avg
Answer Readiness
~40% weight
7/10
Content Structure
~25% weight
6/10
Trust & Authority
~15% weight
4/10
Technical Foundation
~10% weight
3/10
AI Discovery
~10% weight
3/10

Verdict

Below-average AEO readiness at 53/100 - multiple areas need attention. Key strengths include Table & List Extractability, Fact & Data Density, and Content Cannibalization. Priority gaps: llms.txt File, Schema.org Structured Data, and Sitemap Completeness.

How to Improve

Current
53/100
Projected
81/100
40Total Fixes
11Quick Wins
~91hEst. Effort
Quick Wins
Create /llms.txt fileConfigure robots.txt for AI crawlersImplement semantic HTML5 elementsAdd ai.txt and content licensingEnhance author and expert schemaFix canonical URL strategyAdd visible date signalsExplain how content was tested or reviewedAdd answer-first content placementPackage evidence for AI enginesImprove server response efficiency
Create /llms.txt file
critical|low
Add llms-full.txt with extended content
medium|low
Create complete sitemap.xml
critical|medium
Fix HTML structure and meta tags
medium|low
Reduce render-blocking resources
critical|medium
Configure robots.txt for AI crawlers
critical|low
Fix canonical URL strategy
critical|low
Add internationalization signals
critical|medium
Improve server response efficiency
high|low
Reduce document weight
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 every question-format heading (H2/H3) is followed by a direct answer paragraph. This pattern is ideal for AI engine snippet extraction.

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.

Include dateModified schema, visible last-updated dates, and time elements on content pages. Fresh content signals help AI engines prioritize your pages over stale alternatives.

Define the primary entity in the first 500 characters, use consistent terminology (same term 70%+), and add "unlike X" signals to help AI engines distinguish your topics.

Implement JSON-LD structured data (Organization, Service, Product, FAQPage) on key pages. Schema markup helps AI engines extract and cite your content accurately.

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.

Establish a regular content publishing cadence with dated entries in your sitemap. Consistent publishing signals to AI engines that your site is an active, current information source.

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

Fix It With AI42

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Site Pages

inpharmd.com/terms_of_useF33
InpharmD™
inpharmd.com/privacy_policyF35
InpharmD™
inpharmd.com/fellowshipF36
InpharmD™
inpharmd.com/provider_signup/teamF32
InpharmD™
Changes since v1Last audited 76 days ago
52
53
+1
View full comparison →
Add Original Data & Case StudiesImprove Question-Answer AlignmentRestructure Content as Q&AAdd Answer Capsule PatternsAdd Content Freshness SignalsAdd Entity DisambiguationAdd Schema.org Structured DataAdd Owned Data SignalsIncrease Publishing FrequencyPackage Evidence for AI

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