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espersatellites.co

espersatellites.co

Weak AI visibility with 19 of 48 criteria passing. Biggest gap: llms.txt file.

Developer Tools & InfrastructureRobotics & Hardware
39/100
7 since v1
F
Citation Avg
Answer Readiness
~40% weight
5/10
Content Structure
~25% weight
3/10
Trust & Authority
~15% weight
3/10
Technical Foundation
~10% weight
4/10
AI Discovery
~10% weight
3/10

Verdict

Critical AEO gaps at 39/100 - espersatellites.co is largely invisible to AI engines. Key strengths include Canonical URL Strategy, Duplicate Content Blocks, and Entity Density. Priority gaps: llms.txt File, Schema.org Structured Data, and Q&A Content Format.

How to Improve

Current
39/100
Projected
76/100
44Total Fixes
9Quick Wins
~114hEst. Effort
Quick Wins
Create /llms.txt fileConfigure robots.txt for AI crawlersLink orphan pages into site navigationAdd definition-style contentAdd ai.txt and content licensingImprove query-answer alignmentAdd visible date signalsImprove citation-ready writing qualityEliminate cross-page duplicate content
Create /llms.txt file
critical|low
Add llms-full.txt with extended content
medium|low
Fix HTML structure and meta tags
medium|low
Reduce document weight
critical|medium
Configure robots.txt for AI crawlers
high|trivial
Create complete sitemap.xml
medium|low
Add internationalization signals
critical|medium
Improve server response efficiency
medium|low
Reduce render-blocking resources
medium|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.

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.

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.

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.

Write concise, standalone answer paragraphs (2-3 sentences) immediately after question headings. These "snippet-ready" paragraphs are ideal for AI engine citations.

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

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.

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.

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.

Fix It With AI45

Your competitors are already optimizing for AI

Every day without action is traffic your site loses to AI-ready competitors. We fix that.

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Site Pages

www.espersatellites.co/a-minimalist-coffee/techF34
A minimalist coffee machine that works with a single intuitive dial - My Framer Site
www.espersatellites.co/worksF36
Esper | Hyperspectral Satellite Imagery for Critical Mineral Exploration
www.espersatellites.co/works/axon-futuresF36
Axon Futures - My Framer Site
Changes since v1Last audited 76 days ago
46
39
-7
View full comparison →
Increase Content DepthAdd Structured Tables & ListsAdd Original Data & Case StudiesFocus Content on Core TopicsRestructure Content as Q&AAdd Direct Answer ParagraphsPackage Evidence for AIBuild Comprehensive FAQ SectionAdd Owned Data SignalsAdd Entity Disambiguation

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