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firstlantic.com

firstlantic.com

Moderate AI visibility with 31 of 48 criteria passing. Biggest gap: llms.txt file.

Healthcare & Patient AdvocacyHospital & Health Care
55/100
2 since v2
D
Citation Avg
Answer Readiness
~40% weight
6/10
Content Structure
~25% weight
5/10
Trust & Authority
~15% weight
5/10
Technical Foundation
~10% weight
5/10
AI Discovery
~10% weight
5/10

Verdict

Below-average AEO readiness at 55/100 - multiple areas need attention. Key strengths include Clean, Crawlable HTML, Internal Linking Structure, and Fact & Data Density. Priority gaps: llms.txt File, Speakable Schema, and Entity Disambiguation.

How to Improve

Current
55/100
Projected
81/100
41Total Fixes
14Quick Wins
~71hEst. Effort
Quick Wins
Create /llms.txt fileConfigure robots.txt for AI crawlersImplement semantic HTML5 elementsAdd structured tables and listsAdd definition-style contentAdd ai.txt and content licensingEnhance author and expert schemaImprove query-answer alignmentAdd visible date signalsFocus blog content on core expertiseIncrease content depth and structureMake pages solve the user task fasterEliminate cross-page duplicate contentReduce render-blocking resources
Create /llms.txt file
critical|low
Add llms-full.txt with extended content
medium|low
Configure robots.txt for AI crawlers
high|trivial
Reduce render-blocking resources
high|low
Add internationalization signals
critical|medium
Reduce document weight
medium|low
Improve server response efficiency
medium|low
Create complete sitemap.xml
low|low
Fix canonical URL strategy
low|trivial

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.

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.

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.

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.

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.

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.

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

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Site Pages

firstlantic.com/blogD43
Blog | FirstLantic
firstlantic.com/job/registered-nurse-licensed-practical-n...D44
Registered Nurse/Licensed Practical Nurse | FirstLantic
Changes since v2Last audited 75 days ago
53
55
+2
View full comparison →
Add Original Data & Case StudiesFocus Content on Core TopicsIncrease Content DepthAdd Owned Data SignalsRestructure Content as Q&AAdd Answer Capsule PatternsPackage Evidence for AIAdd Entity DisambiguationAdd Structured Tables & ListsImprove Question-Answer Alignment

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