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wizwand.com
WINTER 2022

wizwand.com

Moderate AI visibility with 24 of 48 criteria passing. Biggest gap: llms.txt file.

56/100
F
Citation Avg
Answer Readiness
~40% weight
7/10
Content Structure
~25% weight
7/10
Trust & Authority
~15% weight
3/10
Technical Foundation
~10% weight
6/10
AI Discovery
~10% weight
3/10

Verdict

Below-average AEO readiness at 56/100 - multiple areas need attention. Key strengths include Semantic HTML5 & Accessibility, Table & List Extractability, and Fact & Data Density. Priority gaps: llms.txt File, Schema.org Structured Data, and Sitemap Completeness.

#2133of 13363
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How to Improve

Current
56/100
Projected
82/100
38Total Fixes
11Quick Wins
~73hEst. Effort
Quick Wins
Create /llms.txt fileConfigure robots.txt for AI crawlersAdd content freshness signalsAdd definition-style contentAdd ai.txt and content licensingFix canonical URL strategyImprove query-answer alignmentImprove citation-ready writing qualityPackage evidence for AI enginesClarify entity boundariesReduce extraction friction
Create /llms.txt file
critical|low
Add llms-full.txt with extended content
medium|low
Create complete sitemap.xml
critical|medium
Configure robots.txt for AI crawlers
critical|low
Fix canonical URL strategy
critical|low
Add internationalization signals
critical|medium
Fix HTML structure and meta tags
low|low
Reduce render-blocking resources
low|low
Improve server response efficiency
low|low
Reduce document weight
low|low

Top Opportunities10

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.

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.

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

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.

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 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.

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.

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Site Pages

www.wizwand.com/docs/swarmF36
Swarm API Documentation | Wizwand

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