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struct.ai
FALL 2024

struct.ai

Moderate AI visibility with 26 of 48 criteria passing. Biggest gap: schema.org structured data.

Developer Tools & InfrastructureDeveloper Platforms
56/100
F
Citation Avg
Answer Readiness
~40% weight
7/10
Content Structure
~25% weight
7/10
Trust & Authority
~15% weight
4/10
Technical Foundation
~10% weight
4/10
AI Discovery
~10% weight
5/10

Verdict

Below-average AEO readiness at 56/100 - multiple areas need attention. Key strengths include Direct Answer Paragraphs, Fact & Data Density, and Canonical URL Strategy. Priority gaps: Schema.org Structured Data, RSS/Atom Feed, and Content Licensing & AI Permissions.

How to Improve

Current
56/100
Projected
82/100
37Total Fixes
15Quick Wins
~71hEst. Effort
Quick Wins
Add question-based headingsFix HTML structure and meta tagsStrengthen entity authority (NAP)Configure robots.txt for AI crawlersLink orphan pages into site navigationImplement semantic HTML5 elementsAdd content freshness signalsAdd definition-style contentAdd ai.txt and content licensingImprove query-answer alignmentImprove citation-ready writing qualityAdd answer-first content placementPackage evidence for AI enginesClarify entity boundariesImprove server response efficiency
Fix HTML structure and meta tags
high|low
Reduce document weight
critical|medium
Configure robots.txt for AI crawlers
high|trivial
Create complete sitemap.xml
medium|low
Add internationalization signals
critical|medium
Improve server response efficiency
high|low
Reduce render-blocking resources
medium|low

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.

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.

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

Add Organization schema with consistent name, address, phone (NAP). Include sameAs links to social profiles and authoritative directories to strengthen entity recognition.

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.

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.

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

Implement JSON-LD structured data (Organization, Service, Product, FAQPage) on key pages. Schema markup helps AI engines extract and cite your content accurately.

Add inline citations to external sources, "According to [Source]..." attribution phrases, and a Sources section at the end of key articles.

Place a concise 40-80 word answer block in the first 300 words of each page. Avoid throat-clearing openers like "In this article..." and lead with the answer.

Fix It With AI41

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Site Pages

struct.ai/cooke-policyF29
Struct | Automate your on-call runbook
struct.ai/case-study/arcanaD40
Struct | Automate your on-call runbook
struct.ai/blogF36
Struct | Automate your on-call runbook

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