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lewistonpublicschools.org

lewistonpublicschools.org

Weak AI visibility with 20 of 48 criteria passing. Biggest gap: llms.txt file.

Healthcare & Patient AdvocacyHospital & Health Care
39/100
2 since v2
F
Citation Avg
Coherence gate active - score capped at 50
Answer Readiness
~40% weight
4/10
Content Structure
~25% weight
4/10
Trust & Authority
~15% weight
3/10
Technical Foundation
~10% weight
5/10
AI Discovery
~10% weight
4/10

Verdict

Critical AEO gaps at 39/100 - lewistonpublicschools.org is largely invisible to AI engines. Key strengths include Canonical URL Strategy, Duplicate Content Blocks, and Cross-Page Duplicate Content. Priority gaps: llms.txt File, Schema.org Structured Data, and Comprehensive FAQ Section. Topic coherence is 3/10, which caps the overall score at 50. Focusing content on core expertise areas is the single highest-impact improvement.

How to Improve

Current
39/100
Projected
77/100
41Total Fixes
9Quick Wins
~100hEst. Effort
Quick Wins
Create /llms.txt fileConfigure robots.txt for AI crawlersAdd definition-style contentAdd direct answer paragraphsAdd ai.txt and content licensingImprove query-answer alignmentAdd visible date signalsImprove server response efficiencyReduce document weight
Create /llms.txt file
critical|low
Add llms-full.txt with extended content
medium|low
Configure robots.txt for AI crawlers
critical|low
Fix HTML structure and meta tags
medium|low
Reduce document weight
high|low
Improve server response efficiency
high|low
Reduce render-blocking resources
medium|low
Create complete sitemap.xml
low|low
Add internationalization signals
low|low

Top Opportunities10

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.

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.

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

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 self-contained definition sentences and single-claim statements that AI engines can quote directly. Avoid pronouns like "this" or "that" at the start of answer paragraphs.

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.

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.

Fix It With AI44

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Site Pages

www.lewistonpublicschools.org/en-US/nutrition-51a88fe3D42
Nutrition - Lewiston Public Schools
www.lewistonpublicschools.org/en-US/homeless-student-reso...F39
McKinney Vento: Students Experiencing Homelessness - Lewiston Public Schools
Changes since v2Last audited 75 days ago
41
39
-2
View full comparison →
Increase Content DepthFocus Content on Core TopicsAdd Original Data & Case StudiesRestructure Content as Q&AAdd Structured Tables & ListsImprove Citation-Ready WritingBuild Comprehensive FAQ SectionAdd Direct Answer ParagraphsAdd Owned Data SignalsPackage Evidence for AI

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