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iyfusa.org

iyfusa.org

Weak AI visibility with 26 of 48 criteria passing. Biggest gap: q&a content format.

Developer Tools & InfrastructureDeveloper Platforms
45/100
1 since v1
F
Citation Avg
Coherence gate active - score capped at 60
Answer Readiness
~40% weight
5/10
Content Structure
~25% weight
3/10
Trust & Authority
~15% weight
5/10
Technical Foundation
~10% weight
4/10
AI Discovery
~10% weight
5/10

Verdict

Critical AEO gaps at 45/100 - iyfusa.org is largely invisible to AI engines. Key strengths include llms.txt File, Sitemap Completeness, and Canonical URL Strategy. Priority gaps: Q&A Content Format, Speakable Schema, and Query-Answer Alignment. Topic coherence is moderate at 5/10, capping the score at 60. Tighter topical focus would lift this ceiling.

How to Improve

Current
45/100
Projected
76/100
39Total Fixes
16Quick Wins
~90hEst. Effort
Quick Wins
Configure robots.txt for AI crawlersAdd structured tables and listsAdd direct answer paragraphsAdd ai.txt and content licensingEnhance author and expert schemaImprove query-answer alignmentAdd visible date signalsFocus blog content on core expertiseIncrease content depth and structureMake pages solve the user task fasterExplain how content was tested or reviewedImprove citation-ready writing qualityReduce extraction frictionImprove server response efficiencyReduce render-blocking resourcesReduce document weight
Fix HTML structure and meta tags
critical|medium
Reduce document weight
high|low
Configure robots.txt for AI crawlers
high|trivial
Reduce render-blocking resources
high|low
Add internationalization signals
critical|medium
Improve server response efficiency
high|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.

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

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

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.

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 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.

Add inline citations to external sources, "According to [Source]..." attribution phrases, and a Sources section at the end of key articles.

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.

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.

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Site Pages

www.iyfusa.org/shopF17
Shop | IYFUSA
www.iyfusa.org/iyf-first-nations-campF34
FIRST NATIONS | IYFUSA
www.iyfusa.org/good-news-corpsF30
GOOD NEWS CORPS | IYFUSA
www.iyfusa.org/mind-education2F23
MIND EDUCATION | IYFUSA
Changes since v1Last audited 76 days ago
44
45
+1
View full comparison →
Focus Content on Core TopicsRestructure Content as Q&AImprove Question-Answer AlignmentAdd Answer Capsule PatternsIncrease Content DepthAdd Direct Answer ParagraphsAdd Owned Data SignalsPackage Evidence for AIAdd Answer-First PlacementAdd Entity Disambiguation

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