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humand.co
WINTER 2022

humand.co

Moderate AI visibility with 34 of 48 criteria passing. Biggest gap: speakable schema.

Developer Tools & InfrastructureAI & ML Platforms
55/100
F
Citation Avg
Coherence gate active - score capped at 60
Answer Readiness
~40% weight
6/10
Content Structure
~25% weight
7/10
Trust & Authority
~15% weight
6/10
Technical Foundation
~10% weight
5/10
AI Discovery
~10% weight
9/10

Verdict

Below-average AEO readiness at 55/100 - multiple areas need attention. Key strengths include llms.txt File, robots.txt for AI Crawlers, and Semantic HTML5 & Accessibility. Priority gaps: Speakable Schema, Owned Data Density, and Comprehensive FAQ Section. Topic coherence is moderate at 5/10, capping the score at 60. Tighter topical focus would lift this ceiling.

How to Improve

Current
55/100
Projected
76/100
31Total Fixes
9Quick Wins
~60hEst. Effort
Quick Wins
Add question-based headingsAdd definition-style contentAdd ai.txt and content licensingImprove query-answer alignmentAdd visible date signalsImprove citation-ready writing qualityPackage evidence for AI enginesImprove server response efficiencyReduce document weight
Reduce document weight
high|low
Fix HTML structure and meta tags
low|low
Improve server response efficiency
high|low
Reduce render-blocking resources
medium|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.

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.

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.

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.

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.

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

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

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

Fix It With AI33

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Site Pages

humand.co/pt/termos-do-referral-partnerF38
Termos do referral partner - Humand
humand.co/en/servicesF35
Services | Humand
humand.co/en/industry/manufacturingF35
Manufacturing | Humand
humand.co/en/webinars-pruebaF30
Webinars prueba | Humand
humand.co/en/success-storiesF32
Success Stories | Humand, HR App

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