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cloudanix.com
SUMMER 2021

cloudanix.com

Moderate AI visibility with 32 of 48 criteria passing. Biggest gap: llms.txt file.

Developer Tools & InfrastructureSecurity & Compliance
65/100
1 since v1
F
Citation Avg
Answer Readiness
~40% weight
7/10
Content Structure
~25% weight
9/10
Trust & Authority
~15% weight
5/10
Technical Foundation
~10% weight
6/10
AI Discovery
~10% weight
6/10

Verdict

Moderate AEO readiness at 65/100 with significant gaps to address. Key strengths include robots.txt for AI Crawlers, Table & List Extractability, and Direct Answer Paragraphs. Priority gaps: llms.txt File, RSS/Atom Feed, and Speakable Schema.

How to Improve

Current
65/100
Projected
83/100
39Total Fixes
8Quick Wins
~72hEst. Effort
Quick Wins
Create /llms.txt fileAdd structured tables and listsAdd ai.txt and content licensingEnhance author and expert schemaMake content creators clearly visibleAdd answer-first content placementClarify entity boundariesFix duplicate content blocks
Create /llms.txt file
critical|low
Add llms-full.txt with extended content
medium|low
Fix HTML structure and meta tags
medium|low
Add internationalization signals
critical|medium
Reduce document weight
medium|low
Improve server response efficiency
medium|low
Create complete sitemap.xml
low|low
Reduce render-blocking resources
low|low

Top Opportunities10

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.

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.

Sections within pages contain identical or near-identical text. LLMs may flag this as low-quality or thin content, reducing citation authority. Rewrite duplicate blocks with unique angles.

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.

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

Shorten sentences to under 25 words, use active voice in lead paragraphs, define jargon inline, and avoid hiding content behind accordions or display:none.

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.

Include dateModified schema, visible last-updated dates, and time elements on content pages. Fresh content signals help AI engines prioritize your pages over stale alternatives.

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

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Site Pages

www.cloudanix.com/use-cases/transforming-cloud-security-w...F30
Short-Lived Cloud Access: Securing Machine Identities
www.cloudanix.com/learn/understanding-non-human-identitiesD51
What Are Non-Human Identities? A Complete Guide | Cloudanix
www.cloudanix.com/framework-ksapdplF32
Cloudanix
www.cloudanix.com/framework/essential8F27
Cloudanix
www.cloudanix.com/misconfig/aws/cloudfrontmonitoringF33
AWS Cloudfront Best Practices | Monitoring | Cloudanix
www.cloudanix.com/role/iam-professionalF33
IAM security for IAM Professionals | Cloudanix
www.cloudanix.com/features/iam-jitD41
Identity Access Management - Just in Time | Cloudanix
www.cloudanix.com/industries/tech-startupsF32
Tech Industry | Cloud Security Software | Cloudanix
www.cloudanix.com/1-click-remediationF30
Auto Remediation | Cloud Security Service | Cloudanix
www.cloudanix.com/case-studiesF32
Customer Case Studies
Changes since v1Last audited 76 days ago
64
65
+1
View full comparison →
Add Answer Capsule PatternsAdd First-Hand Experience SignalsAdd Answer-First PlacementFix Duplicate Content BlocksAdd Owned Data SignalsStrengthen Entity Authority (NAP)Reduce Extraction FrictionAdd Entity DisambiguationAdd Content Freshness SignalsImprove Question-Answer Alignment

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