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lendedu.com
WINTER 2016

lendedu.com

Weak AI visibility with 39 of 48 criteria passing. Biggest gap: speakable schema.

49/100
8 since v1
D
Citation Avg
Coherence gate active - score capped at 50
Answer Readiness
~40% weight
6/10
Content Structure
~25% weight
8/10
Trust & Authority
~15% weight
8/10
Technical Foundation
~10% weight
7/10
AI Discovery
~10% weight
7/10

Verdict

Below-average AEO readiness at 49/100 - multiple areas need attention. Key strengths include llms.txt File, Schema.org Structured Data, and Q&A Content Format. Priority gaps: Speakable Schema, Image Context for AI, and Content Licensing & AI Permissions. Topic coherence is 3/10, which caps the overall score at 50. Focusing content on core expertise areas is the single highest-impact improvement.

#5791of 13363
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How to Improve

Current
49/100
Projected
89/100
27Total Fixes
3Quick Wins
~39hEst. Effort
Quick Wins
Configure robots.txt for AI crawlersAdd ai.txt and content licensingAdd first-hand experience signals
Configure robots.txt for AI crawlers
high|trivial
Add internationalization signals
critical|medium
Reduce document weight
medium|low
Fix HTML structure and meta tags
low|low
Improve server response efficiency
medium|low
Reduce render-blocking resources
medium|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.

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.

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 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.

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.

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

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

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.

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

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.

Fix It With AI31

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Site Pages

lendedu.com/blogD48
Blog - LendEDU
lendedu.com/how-we-make-moneyD49
How We Make Money | LendEDU
lendedu.com/ratings-and-methodologyD46
Ratings and Methodology | LendEDU
Changes since v1Last audited 52 days ago
57
49
-8
View full comparison →
Focus Content on Core TopicsAdd Original Data & Case StudiesIncrease Content DepthAdd Answer Capsule PatternsAdd Answer-First PlacementAdd First-Hand Experience SignalsStrengthen Entity Authority (NAP)Build Comprehensive FAQ SectionImprove Question-Answer AlignmentAdd Owned Data Signals

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