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withedge.com

withedge.com

Moderate AI visibility with 22 of 48 criteria passing. Biggest gap: schema.org structured data.

Developer Tools & InfrastructureSecurity & Compliance
50/100
3 since v1
F
Citation Avg
Answer Readiness
~40% weight
7/10
Content Structure
~25% weight
5/10
Trust & Authority
~15% weight
3/10
Technical Foundation
~10% weight
5/10
AI Discovery
~10% weight
5/10

Verdict

Below-average AEO readiness at 50/100 - multiple areas need attention. Key strengths include llms.txt File, robots.txt for AI Crawlers, and Content Cannibalization. Priority gaps: Schema.org Structured Data, Comprehensive FAQ Section, and Sitemap Completeness.

How to Improve

Current
50/100
Projected
79/100
40Total Fixes
7Quick Wins
~101hEst. Effort
Quick Wins
Link orphan pages into site navigationAdd ai.txt and content licensingFix canonical URL strategyImprove query-answer alignmentAdd visible date signalsMake pages solve the user task fasterClarify entity boundaries
Fix canonical URL strategy
critical|low
Create complete sitemap.xml
medium|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

Top Opportunities10

Add specific numbers, percentages, statistics, and data points throughout your content. Fact-dense content gives AI engines concrete data to cite rather than vague claims.

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.

Use HTML tables for comparison data and ordered/unordered lists for features, steps, and specifications. Structured data formats are directly extractable by AI engines for answers.

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.

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.

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.

Fix It With AI41

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Site Pages

www.withedge.com/terms-conditionsF31
Terms & Conditions - Edge
www.withedge.com/privacy-policyF38
Privacy Policy - Edge
www.withedge.com/cookie-policyD41
Cookie Policy - Zest Webflow Ecommerce website template
www.withedge.comD40
Edge
www.withedge.com/our-storyF37
Our Story - Edge
www.withedge.com/patent-figuresF36
Patent Figures
www.withedge.com/patent-draftingF36
Patent Drafting - Edge
www.withedge.com/invention-disclosureF38
Invention Disclosure
www.withedge.com/regionalizationF37
Patent Workflows
www.withedge.com/contact-usF38
Contact us - Edge
Changes since v1Last audited 52 days ago
47
50
+3
View full comparison →
Increase Fact & Data DensityIncrease Content DepthAdd Structured Tables & ListsBuild Comprehensive FAQ SectionAdd Owned Data SignalsAdd Original Data & Case StudiesRestructure Content as Q&AStrengthen Entity Authority (NAP)Add Answer Capsule PatternsAdd Content Freshness Signals

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