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with-andy.com
WINTER 2024

with-andy.com

Weak AI visibility with 20 of 48 criteria passing. Biggest gap: llms.txt file.

Healthcare & Patient AdvocacyHealthcare Technology
42/100
1 since v1
F
Citation Avg
Answer Readiness
~40% weight
6/10
Content Structure
~25% weight
3/10
Trust & Authority
~15% weight
3/10
Technical Foundation
~10% weight
3/10
AI Discovery
~10% weight
3/10

Verdict

Critical AEO gaps at 42/100 - with-andy.com is largely invisible to AI engines. Key strengths include Canonical URL Strategy, Topic Coherence, and Duplicate Content Blocks. Priority gaps: llms.txt File, Schema.org Structured Data, and RSS/Atom Feed.

How to Improve

Current
42/100
Projected
76/100
42Total Fixes
12Quick Wins
~102hEst. Effort
Quick Wins
Create /llms.txt fileAdd question-based headingsConfigure robots.txt for AI crawlersLink orphan pages into site navigationImplement semantic HTML5 elementsCreate complete sitemap.xmlAdd ai.txt and content licensingAdd visible date signalsAdd first-hand experience signalsExplain how content was tested or reviewedReduce extraction frictionReduce document weight
Create /llms.txt file
critical|low
Add llms-full.txt with extended content
medium|low
Fix HTML structure and meta tags
medium|low
Configure robots.txt for AI crawlers
high|trivial
Create complete sitemap.xml
high|low
Add internationalization signals
critical|medium
Reduce document weight
high|low
Improve server response efficiency
medium|low
Reduce render-blocking resources
medium|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.

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.

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.

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

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

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

Strengthen internal linking with descriptive anchor text between related pages. Add breadcrumb navigation and ensure every key page is reachable within 3 clicks from the homepage.

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.

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

Fix It With AI42

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Site Pages

with-andy.comF34
Andy | 15 minutes OASIS
with-andy.com/supportF37
Andy | 15 minutes OASIS
with-andy.com/webinarF33
Andy | 15 minutes OASIS
with-andy.com/dataF35
Andy | 15 minutes OASIS
with-andy.com/careersF36
Andy | 15 minutes OASIS
with-andy.com/pageF32
Andy | 15 minutes OASIS
with-andy.com/privacyF32
Andy | 15 minutes OASIS
Changes since v1Last audited 76 days ago
41
42
+1
View full comparison →
Increase Content DepthAdd Original Data & Case StudiesAdd Structured Tables & ListsAdd Direct Answer ParagraphsImprove Question-Answer AlignmentAdd Answer Capsule PatternsAdd Owned Data SignalsImprove Internal Linking ArchitectureAdd Entity DisambiguationRestructure Content as Q&A

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