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qvin.com
WINTER 2016

qvin.com

Weak AI visibility with 25 of 48 criteria passing. Biggest gap: llms.txt file.

48/100
2 since v1
D
Citation Avg
Coherence gate active - score capped at 50
Answer Readiness
~40% weight
5/10
Content Structure
~25% weight
3/10
Trust & Authority
~15% weight
6/10
Technical Foundation
~10% weight
5/10
AI Discovery
~10% weight
5/10

Verdict

Below-average AEO readiness at 48/100 - multiple areas need attention. Key strengths include Internal Linking Structure, Fact & Data Density, and Canonical URL Strategy. Priority gaps: llms.txt File, Q&A Content Format, and Speakable Schema. Topic coherence is 3/10, which caps the overall score at 50. Focusing content on core expertise areas is the single highest-impact improvement.

#6496of 13363
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How to Improve

Current
48/100
Projected
79/100
40Total Fixes
6Quick Wins
~90hEst. Effort
Quick Wins
Create /llms.txt fileConfigure robots.txt for AI crawlersAdd direct answer paragraphsAdd ai.txt and content licensingAdd first-hand experience signalsImprove server response efficiency
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
Improve server response efficiency
high|low
Reduce document weight
medium|low
Create complete sitemap.xml
low|low

Top Opportunities10

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.

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.

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.

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

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.

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.

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.

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.

Fix It With AI42

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Site Pages

qvin.com/platformD45
Q-Pad Platform for biomarker development - Qvin
qvin.com/endometriosisD45
Endometriosis - Qvin
qvin.com/sexually-transmitted-infectionsD48
Sexually Transmitted Infections - Qvin
qvin.com/diabetesD46
Diabetes - Qvin
qvin.com/uterine-fibroidsD43
Uterine Fibroids - Qvin
qvin.com/cervical-cancerD45
Cervical Cancer - Qvin
qvin.com/a1c-test-4-packD42
Qvin | At Home Q-Pad A1c Test 4-Pack
qvin.com/scienceD46
Menstrual Blood Research | Qvin
qvin.com/researchD46
Menstrual Blood Research | Qvin
Changes since v1Last audited 52 days ago
50
48
-2
View full comparison →
Focus Content on Core TopicsAdd Original Data & Case StudiesRestructure Content as Q&AImprove Question-Answer AlignmentAdd Structured Tables & ListsAdd Direct Answer ParagraphsAdd Answer Capsule PatternsEliminate Cross-Page Duplicate ContentAdd Entity DisambiguationBuild Comprehensive FAQ Section

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