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castle.io
WINTER 2016

castle.io

Weak AI visibility with 32 of 48 criteria passing. Biggest gap: rss/atom feed.

47/100
D
Citation Avg
Coherence gate active - score capped at 50
Answer Readiness
~40% weight
6/10
Content Structure
~25% weight
6/10
Trust & Authority
~15% weight
7/10
Technical Foundation
~10% weight
7/10
AI Discovery
~10% weight
5/10

Verdict

Below-average AEO readiness at 47/100 - multiple areas need attention. Key strengths include llms.txt File, Entity Authority & NAP Consistency, and Table & List Extractability. Priority gaps: RSS/Atom Feed, Content Licensing & AI Permissions, 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.

#6744of 13363
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How to Improve

Current
47/100
Projected
79/100
36Total Fixes
7Quick Wins
~79hEst. Effort
Quick Wins
Configure robots.txt for AI crawlersLink orphan pages into site navigationAdd ai.txt and content licensingImprove query-answer alignmentAdd first-hand experience signalsImprove citation-ready writing qualityImprove server response efficiency
Configure robots.txt for AI crawlers
high|trivial
Add internationalization signals
critical|medium
Improve server response efficiency
high|low
Reduce document weight
medium|low
Fix HTML structure and meta tags
low|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.

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.

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

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.

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.

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.

Write self-contained definition sentences and single-claim statements that AI engines can quote directly. Avoid pronouns like "this" or "that" at the start of answer paragraphs.

Add Person schema for content authors with credentials, expertise, and sameAs links. Expert attribution strengthens E-E-A-T signals that AI engines use to evaluate source credibility.

Fix It With AI38

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Site Pages

castle.io/research/fingerprint-harvesting-in-the-bot-ecos...D52
Fingerprint harvesting in the bot ecosystem – Castle
castle.io/research/botmasterlabs-powering-an-era-of-spamD45
BotmasterLabs: Powering an Era of Spam – Castle
castle.io/use-cases/content-abuseD42
Content Abuse – Castle
castle.io/use-cases/fake-accountsD42
Fake Accounts – Castle
castle.io/use-cases/transaction-abuseD42
Transaction Abuse – Castle
castle.io/customersF34
Customers – Castle
castle.io/product/devicesD40
Device Intelligence – Castle
castle.io/product/rulesF38
Rules – Castle

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