How can I improve my llms.txt File score?

No llms.txt file found at https://auralyze.ai/llms.txt (HTML page served (not a valid text file)).

How can I improve my RSS/Atom Feed score?

Homepage does not link to an RSS/Atom feed in . No accessible RSS/Atom feed found in homepage link tags, common feed paths, or sampled blog feed patterns.

How can I improve my Table & List Extractability score?

No HTML tables found across homepage, FAQ page, and sampled content pages. No ordered lists ( ) found across homepage, FAQ page, and sampled content pages. No unordered lists ( ) found across homepage, FAQ page, and sampled content pages.

How can I improve my Direct Answer Paragraphs score?

No direct question-answer pairs found across homepage, FAQ page, and sampled content pages. No paragraphs in the optimal snippet zone (40-150 words) across homepage, FAQ page, and sampled content pages. Few or no direct answer openers found.

How can I improve my Content Licensing & AI Permissions score?

No ai.txt file found. No content policy or licensing language visible. No license or copyright properties in schema.

auralyze.ai

Weak AI visibility with 21 of 48 criteria passing. Biggest gap: llms.txt file.

Developer Tools & Infrastructure AI & ML Platforms

40/100

Citation Avg

Answer Readiness

~40% weight

5/10

Content Structure

~25% weight

4/10

Trust & Authority

~15% weight

5/10

Technical Foundation

~10% weight

4/10

AI Discovery

~10% weight

4/10

Verdict

Critical AEO gaps at 40/100 - auralyze.ai is largely invisible to AI engines. Key strengths include Schema.org Structured Data, robots.txt for AI Crawlers, and Canonical URL Strategy. Priority gaps: llms.txt File, RSS/Atom Feed, and Table & List Extractability.

Top priorities

llms.txt FileDiscovery+10 pts

RSS/Atom FeedDiscovery+10 pts

Table & List ExtractabilityStructure+10 pts

#18479of 26585

#1751of 2337 in Developer Tools & Infrastructure

Ahead of you

astromecha.co40

arcimus.com40

View full rankings →

View improvement plan

How to Improve

Current

40/100

Projected

76/100

38Total Fixes

7Quick Wins

~102hEst. Effort

Quick Wins

Create /llms.txt fileFix HTML structure and meta tagsAdd content freshness signalsAdd definition-style contentAdd ai.txt and content licensingAdd visible date signalsReduce extraction friction

Fix

Impact

Effort

Create /llms.txt file

Add a machine-readable llms.txt file at your domain root that describes your site, services, and key pages for AI engines.

critical

low

Create /llms.txt file

critical|low

Add llms-full.txt with extended content

Create a comprehensive llms-full.txt with detailed page descriptions, content summaries, and topic taxonomy.

medium

low

Add llms-full.txt with extended content

medium|low

Fix HTML structure and meta tags

Ensure clean, well-structured HTML with proper meta tags, HTTPS, and parseable content for AI crawlers.

high

low

Fix HTML structure and meta tags

high|low

Add internationalization signals

Implement hreflang tags and lang attributes so AI engines serve the correct language version when answering queries.

critical

medium

Add internationalization signals

critical|medium

Reduce render-blocking resources

Minimize blocking scripts and stylesheets in <head> to improve content availability for AI crawlers.

medium

low

Reduce render-blocking resources

medium|low

Create complete sitemap.xml

Generate a comprehensive sitemap with lastmod dates for all important pages.

low

Create complete sitemap.xml

low|low

Improve server response efficiency

Optimize compression, cache headers, redirect chains, and HTML payload size for faster AI crawler access.

low

Improve server response efficiency

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.

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%.

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 specific numbers, percentages, statistics, and data points throughout your content. Fact-dense content gives AI engines concrete data to cite rather than vague claims.

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

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 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.

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.

Strengthen internal linking with descriptive anchor text between related pages. Add breadcrumb navigation and ensure every key page is reachable within 3 clicks from the homepage.

Fix It With AI40

Criterion

Score

Potential

Score Breakdown

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Site Pages

URLCitationSiteIn-linksCategoryIssuesWords

auralyze.aiInterview Practice with AI - Free Mock Interviews | Auralyze.ai

F33

homepage

134

auralyze.aiF33