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webhound.ai
SUMMER 2023

webhound.ai

Moderate AI visibility with 35 of 48 criteria passing. Biggest gap: comprehensive faq section.

Developer Tools & InfrastructureAI & ML Platforms
58/100
31 since v1
D
Citation Avg
Answer Readiness
~40% weight
7/10
Content Structure
~25% weight
7/10
Trust & Authority
~15% weight
4/10
Technical Foundation
~10% weight
6/10
AI Discovery
~10% weight
7/10

Verdict

Below-average AEO readiness at 58/100 - multiple areas need attention. Key strengths include llms.txt File, Table & List Extractability, and Fact & Data Density. Priority gaps: Comprehensive FAQ Section, Internal Linking Structure, and RSS/Atom Feed.

How to Improve

Current
58/100
Projected
83/100
36Total Fixes
6Quick Wins
~70hEst. Effort
Quick Wins
Fix HTML structure and meta tagsStrengthen entity authority (NAP)Configure robots.txt for AI crawlersLink orphan pages into site navigationAdd ai.txt and content licensingPackage evidence for AI engines
Fix HTML structure and meta tags
high|low
Configure robots.txt for AI crawlers
high|trivial
Add internationalization signals
critical|medium
Reduce render-blocking resources
low|low
Create complete sitemap.xml
low|low
Improve server response efficiency
low|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.

Strengthen internal linking with descriptive anchor text between related pages. Add breadcrumb navigation and ensure every key page is reachable within 3 clicks from the homepage.

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.

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.

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.

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.

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

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

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.webhound.ai/guideD44
User guide — Webhound
www.webhound.ai/newsF38
News & Updates - Webhound
Changes since v1Last audited 75 days ago
27
58
+31
View full comparison →
Add Original Data & Case StudiesImprove Internal Linking ArchitectureFocus Content on Core TopicsIncrease Content DepthBuild Comprehensive FAQ SectionAdd Owned Data SignalsAdd Answer Capsule PatternsStrengthen Entity Authority (NAP)Add First-Hand Experience SignalsPackage Evidence for AI

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