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locallogic.co

locallogic.co

Moderate AI visibility with 34 of 48 criteria passing. Biggest gap: content licensing & ai permissions.

56/100
1 since v1
F
Citation Avg
Coherence gate active - score capped at 60
Answer Readiness
~40% weight
7/10
Content Structure
~25% weight
6/10
Trust & Authority
~15% weight
8/10
Technical Foundation
~10% weight
5/10
AI Discovery
~10% weight
8/10

Verdict

Below-average AEO readiness at 56/100 - multiple areas need attention. Key strengths include llms.txt File, Schema.org Structured Data, and Internal Linking Structure. Priority gaps: Content Licensing & AI Permissions, Speakable Schema, and Entity Disambiguation. Topic coherence is moderate at 5/10, capping the score at 60. Tighter topical focus would lift this ceiling.

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How to Improve

Current
56/100
Projected
88/100
33Total Fixes
9Quick Wins
~53hEst. Effort
Quick Wins
Configure robots.txt for AI crawlersAdd structured tables and listsAdd ai.txt and content licensingImprove query-answer alignmentAdd visible date signalsMake content creators clearly visibleImprove citation-ready writing qualityReduce extraction frictionAdd internationalization signals
Reduce render-blocking resources
critical|medium
Configure robots.txt for AI crawlers
high|trivial
Fix HTML structure and meta tags
low|low
Reduce document weight
medium|low
Add internationalization signals
high|low
Improve server response efficiency
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.

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.

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.

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.

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

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.

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.

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

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

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

Fix It With AI33

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Site Pages

locallogic.co/insightsF38
Insights Atlas | Location Intelligence | Local Logic
locallogic.co/masterclass/robust-site-analysis-with-demog...D40
Robust Site Analysis with Demographics Data | Local Logic
locallogic.co/masterclass/mls-source-of-truthD47
MLS as a Source of Truth | Masterclass | Local Logic
locallogic.co/masterclass/ai-fair-housingD42
AI & Fair Housing | Masterclass | Local Logic
locallogic.co/masterclass/climate-residential-real-estateF39
Climate & Residential Real Estate | Masterclass | Local Logic
locallogic.co/case-studyF37
Customers Case Studies | About Us | Local Logic
locallogic.co/fr/?page_id=1546F37
Blogue | Intelligence Géospatiale | Local Logic
locallogic.co/blogD41
Blog | Knowledge Hub | Local Logic
Changes since v1Last audited 52 days ago
55
56
+1
View full comparison →
Focus Content on Core TopicsAdd Answer Capsule PatternsAdd Entity DisambiguationAdd Structured Tables & ListsImprove Question-Answer AlignmentAdd Answer-First PlacementBuild Comprehensive FAQ SectionAdd First-Hand Experience SignalsRestructure Content as Q&AStrengthen Entity Authority (NAP)

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