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hermes-robotics.com
WINTER 2021

hermes-robotics.com

Weak AI visibility with 19 of 48 criteria passing. Biggest gap: q&a content format.

Developer Tools & InfrastructureRobotics & Hardware
34/100
F
Citation Avg
Coherence gate active - score capped at 60
Answer Readiness
~40% weight
4/10
Content Structure
~25% weight
2/10
Trust & Authority
~15% weight
2/10
Technical Foundation
~10% weight
4/10
AI Discovery
~10% weight
5/10

Verdict

Critical AEO gaps at 34/100 - hermes-robotics.com is largely invisible to AI engines. Key strengths include llms.txt File, Fact & Data Density, and Canonical URL Strategy. Priority gaps: Q&A Content Format, Content Freshness Signals, and RSS/Atom Feed. Topic coherence is moderate at 5/10, capping the score at 60. Tighter topical focus would lift this ceiling.

How to Improve

Current
34/100
Projected
74/100
40Total Fixes
14Quick Wins
~99hEst. Effort
Quick Wins
Add JSON-LD structured dataFix HTML structure and meta tagsConfigure robots.txt for AI crawlersBuild FAQ sections with schemaAdd ai.txt and content licensingImprove query-answer alignmentAdd visible date signalsFocus blog content on core expertiseAdd first-hand experience signalsExplain how content was tested or reviewedReduce extraction frictionEliminate cross-page duplicate contentReduce render-blocking resourcesReduce document weight
Fix HTML structure and meta tags
high|low
Reduce document weight
high|low
Configure robots.txt for AI crawlers
high|trivial
Reduce render-blocking resources
high|low
Add internationalization signals
critical|medium
Create complete sitemap.xml
low|low
Improve server response efficiency
medium|low

Top Opportunities10

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.

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.

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.

Add more proper nouns throughout content - named sources, organizations, tools, studies, and locations. Cited text averages 20.6% proper nouns; most sites fall well below 15%.

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.

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.

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

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.

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Site Pages

www.hermes-robotics.comF27
Home | Hermes Robotics Inc

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