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luthor.ai
FALL 2024

luthor.ai

Moderate AI visibility with 34 of 48 criteria passing. Biggest gap: llms.txt file.

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

Verdict

Moderate AEO readiness at 67/100 with significant gaps to address. Key strengths include Schema.org Structured Data, Q&A Content Format, and Content Freshness Signals. Priority gaps: llms.txt File, RSS/Atom Feed, and Content Licensing & AI Permissions.

How to Improve

Current
67/100
Projected
87/100
33Total Fixes
4Quick Wins
~57hEst. Effort
Quick Wins
Create /llms.txt fileAdd ai.txt and content licensingReduce extraction frictionReduce document weight
Create /llms.txt file
critical|low
Add llms-full.txt with extended content
medium|low
Reduce document weight
high|low
Fix HTML structure and meta tags
low|low
Configure robots.txt for AI crawlers
medium|trivial
Add internationalization signals
critical|medium
Improve server response efficiency
medium|low
Reduce render-blocking resources
low|low
Create complete sitemap.xml
low|low

Top Opportunities10

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.

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.

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.

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.

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.

Shorten sentences to under 25 words, use active voice in lead paragraphs, define jargon inline, and avoid hiding content behind accordions or display:none.

Add a /llms.txt file that describes your site, core services, and key pages in markdown format. This helps AI engines like ChatGPT and Claude understand your site structure and content offerings.

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Site Pages

www.luthor.ai/guidesF35
Guides | Luthor
www.luthor.ai/resourcesF37
Resources | Luthor
Changes since v1Last audited 76 days ago
66
67
+1
View full comparison →
Add Owned Data SignalsAdd Answer-First PlacementAdd Answer Capsule PatternsAdd First-Hand Experience SignalsBuild Comprehensive FAQ SectionStrengthen Entity Authority (NAP)Add Structured Tables & ListsImprove Internal Linking ArchitectureReduce Extraction FrictionCreate llms.txt File

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