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duckie.ai
WINTER 2024

duckie.ai

Moderate AI visibility with 38 of 48 criteria passing. Biggest gap: rss/atom feed.

Developer Tools & InfrastructureAI & ML Platforms
67/100
8 since v1
D
Citation Avg
Answer Readiness
~40% weight
7/10
Content Structure
~25% weight
8/10
Trust & Authority
~15% weight
6/10
Technical Foundation
~10% weight
7/10
AI Discovery
~10% weight
7/10

Verdict

Moderate AEO readiness at 67/100 with significant gaps to address. Key strengths include llms.txt File, Schema.org Structured Data, and robots.txt for AI Crawlers. Priority gaps: RSS/Atom Feed, Content Licensing & AI Permissions, and Speakable Schema.

How to Improve

Current
67/100
Projected
87/100
29Total Fixes
4Quick Wins
~43hEst. Effort
Quick Wins
Build FAQ sections with schemaAdd ai.txt and content licensingAdd answer-first content placementReduce extraction friction
Fix HTML structure and meta tags
medium|low
Add internationalization signals
critical|medium
Reduce document weight
medium|low
Create complete sitemap.xml
low|low
Improve server response efficiency
medium|low
Reduce render-blocking resources
low|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.

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.

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

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.

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

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.

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.

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.

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.

Fix It With AI33

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Site Pages

duckie.ai/blogD48
Blog | Duckie
Changes since v1Last audited 76 days ago
59
67
+8
View full comparison →
Focus Content on Core TopicsAdd Owned Data SignalsAdd Answer Capsule PatternsAdd First-Hand Experience SignalsBuild Comprehensive FAQ SectionStrengthen Entity Authority (NAP)Add Answer-First PlacementAdd Structured Tables & ListsImprove Citation-Ready WritingImprove Internal Linking Architecture

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