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terramanta.com

terramanta.com

Weak AI visibility with 26 of 48 criteria passing. Biggest gap: speakable schema.

Developer Tools & InfrastructureAI & ML Platforms
48/100
1 since v1
F
Citation Avg
Answer Readiness
~40% weight
6/10
Content Structure
~25% weight
4/10
Trust & Authority
~15% weight
5/10
Technical Foundation
~10% weight
5/10
AI Discovery
~10% weight
6/10

Verdict

Below-average AEO readiness at 48/100 - multiple areas need attention. Key strengths include llms.txt File, Internal Linking Structure, and Sitemap Completeness. Priority gaps: Speakable Schema, Query-Answer Alignment, and Entity Disambiguation.

How to Improve

Current
48/100
Projected
77/100
39Total Fixes
14Quick Wins
~87hEst. Effort
Quick Wins
Create /llms.txt fileAdd question-based headingsConfigure robots.txt for AI crawlersAdd direct answer paragraphsAdd ai.txt and content licensingEnhance author and expert schemaAdd visible date signalsIncrease content depth and structureMake pages solve the user task fasterExplain how content was tested or reviewedImprove citation-ready writing qualityReduce extraction frictionImprove server response efficiencyReduce render-blocking resources
Create /llms.txt file
critical|low
Add llms-full.txt with extended content
medium|low
Reduce document weight
critical|medium
Configure robots.txt for AI crawlers
high|trivial
Reduce render-blocking resources
high|low
Add internationalization signals
critical|medium
Improve server response efficiency
high|low
Fix HTML structure and meta tags
low|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 every question-format heading (H2/H3) is followed by a direct answer paragraph. This pattern is ideal for AI engine snippet extraction.

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 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 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.

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.

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Site Pages

Changes since v1Last audited 76 days ago
47
48
+1
View full comparison →
Add Original Data & Case StudiesIncrease Content DepthImprove Question-Answer AlignmentAdd Structured Tables & ListsFocus Content on Core TopicsAdd Direct Answer ParagraphsAdd Owned Data SignalsPackage Evidence for AIAdd Answer-First PlacementAdd Answer Capsule Patterns

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