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auravision.ai
WINTER 2019

auravision.ai

Moderate AI visibility with 36 of 48 criteria passing. Biggest gap: rss/atom feed.

54/100
1 since v1
D
Citation Avg
Coherence gate active - score capped at 60
Answer Readiness
~40% weight
7/10
Content Structure
~25% weight
7/10
Trust & Authority
~15% weight
7/10
Technical Foundation
~10% weight
7/10
AI Discovery
~10% weight
6/10

Verdict

Below-average AEO readiness at 54/100 - multiple areas need attention. Key strengths include llms.txt File, Schema.org Structured Data, and Q&A Content Format. Priority gaps: RSS/Atom Feed, Content Licensing & AI Permissions, and Speakable Schema. Topic coherence is moderate at 5/10, capping the score at 60. Tighter topical focus would lift this ceiling.

#2701of 13363
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How to Improve

Current
54/100
Projected
82/100
30Total Fixes
8Quick Wins
~49hEst. Effort
Quick Wins
Build FAQ sections with schemaLink orphan pages into site navigationAdd structured tables and listsAdd definition-style contentAdd ai.txt and content licensingFocus blog content on core expertiseExplain how content was tested or reviewedReduce extraction friction
Create complete sitemap.xml
medium|low
Add internationalization signals
critical|medium
Fix HTML structure and meta tags
low|low
Improve server response efficiency
medium|low
Reduce render-blocking resources
low|low
Reduce document weight
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.

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.

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.

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.

Show direct use, testing, implementation, or lived experience with concrete observations, examples, screenshots, and lessons learned.

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.

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.

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.

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

Fix It With AI33

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Site Pages

auravision.ai/data-processing-addendumF38
Data Processing Addendum | Aura Vision
auravision.ai/case-studiesD41
Case Studies | Aura Vision
Changes since v1Last audited 52 days ago
55
54
-1
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Focus Content on Core TopicsAdd Structured Tables & ListsIncrease Content DepthAdd Answer Capsule PatternsAdd First-Hand Experience SignalsBuild Comprehensive FAQ SectionImprove Internal Linking ArchitectureIncrease Publishing FrequencyPackage Evidence for AIImprove Question-Answer Alignment

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