How can I improve my llms.txt File score?

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

How can I improve my Schema.org Structured Data score?

No JSON-LD structured data found across homepage, FAQ page, and sampled content pages.

How can I improve my Original Data & Expert Analysis score?

No proprietary data or statistics found. No case studies or testimonials found. No expert attribution or credentials visible.

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 Content Licensing & AI Permissions score?

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

SUMMER 2023

sudocode.ai

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

Developer Tools & Infrastructure Developer Platforms

48/100

Citation Avg

Answer Readiness

~40% weight

6/10

Content Structure

~25% weight

7/10

Trust & Authority

~15% weight

2/10

Technical Foundation

~10% weight

5/10

AI Discovery

~10% weight

4/10

Verdict

Below-average AEO readiness at 48/100 - multiple areas need attention. Key strengths include Q&A Content Format, Canonical URL Strategy, and Query-Answer Alignment. Priority gaps: llms.txt File, Schema.org Structured Data, and Original Data & Expert Analysis.

Top priorities

llms.txt FileDiscovery+10 pts

Schema.org Structured DataTrust+10 pts

Original Data & Expert AnalysisAnswer+10 pts

#6566of 13363

#1176of 2337 in Developer Tools & Infrastructure

Ahead of you

substrateai.com48

stensul.com48

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View improvement plan

How to Improve

Current

48/100

Projected

79/100

37Total Fixes

8Quick Wins

~92hEst. Effort

Quick Wins

Create /llms.txt fileConfigure robots.txt for AI crawlersBuild FAQ sections with schemaLink orphan pages into site navigationAdd ai.txt and content licensingAdd visible date signalsIncrease content depth and structureMake pages solve the user task faster

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

Configure robots.txt for AI crawlers

Update robots.txt to explicitly allow AI crawlers and include sitemap directive.

critical

low

Configure robots.txt for AI crawlers

critical|low

Create complete sitemap.xml

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

critical

medium

Create complete sitemap.xml

critical|medium

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

Fix HTML structure and meta tags

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

low

Fix HTML structure and meta tags

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

Reduce render-blocking resources

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

low

Reduce render-blocking resources

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.

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.

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.

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.

Include dateModified schema, visible last-updated dates, and time elements on content pages. Fresh content signals help AI engines prioritize your pages over stale alternatives.

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

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.

Fix It With AI38

Criterion

Score

Potential

Score Breakdown

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Site Pages

URLCitationSiteIn-linksCategoryIssuesWords

sudocode.aisudocode - lightweight context management for coding agents

F38

homepage

432

sudocode.aiF38