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ckbk.com

ckbk.com

Moderate AI visibility with 30 of 48 criteria passing. Biggest gap: llms.txt file.

56/100
1 since v1
F
Citation Avg
Answer Readiness
~40% weight
7/10
Content Structure
~25% weight
4/10
Trust & Authority
~15% weight
6/10
Technical Foundation
~10% weight
6/10
AI Discovery
~10% weight
7/10

Verdict

Below-average AEO readiness at 56/100 - multiple areas need attention. Key strengths include robots.txt for AI Crawlers, Internal Linking Structure, and Canonical URL Strategy. Priority gaps: llms.txt File, Q&A Content Format, and Speakable Schema.

#1813of 13363
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How to Improve

Current
56/100
Projected
82/100
35Total Fixes
6Quick Wins
~64hEst. Effort
Quick Wins
Create /llms.txt fileAdd direct answer paragraphsAdd ai.txt and content licensingPackage evidence for AI enginesClarify entity boundariesReduce extraction friction
Create /llms.txt file
critical|low
Add llms-full.txt with extended content
medium|low
Reduce render-blocking resources
critical|medium
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

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.

Add question-based headings (H2/H3) throughout your content. Use "What is...", "How does...", "Why should..." patterns that match how users query AI assistants.

Write concise, standalone answer paragraphs (2-3 sentences) immediately after question headings. These "snippet-ready" paragraphs are ideal for AI engine citations.

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.

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 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.

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.

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.

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.

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

Fix It With AI39

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Site Pages

www.ckbk.com/blogD41
ckbk blog | ckbk
www.ckbk.com/homeD44
ckbk | The world's best cookbooks, and the world's best cookbook app
Changes since v1Last audited 52 days ago
57
56
-1
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Add Original Data & Case StudiesRestructure Content as Q&AAdd Direct Answer ParagraphsAdd Owned Data SignalsAdd Structured Tables & ListsAdd Answer Capsule PatternsBuild Comprehensive FAQ SectionIncrease Content DepthAdd Entity DisambiguationImprove Question-Answer Alignment

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