How can I improve my llms.txt File score?

No llms.txt file found at https://mintplexlabs.com/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 Q&A Content Format score?

Q&A formatting is missing on most eligible pages. Direct-answer formatting appears on too few pages. No H1 tag found.

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 Internal Linking Structure score?

Only 0 internal links on homepage. No breadcrumb navigation found. No semantic element found.

SUMMER 2022

mintplexlabs.com

Weak AI visibility with 10 of 48 criteria passing. Biggest gap: llms.txt file.

Developer Tools & Infrastructure Developer Platforms

27/100

Citation Avg

Answer Readiness

~40% weight

4/10

Content Structure

~25% weight

2/10

Trust & Authority

~15% weight

1/10

Technical Foundation

~10% weight

4/10

AI Discovery

~10% weight

2/10

Verdict

Critical AEO gaps at 27/100 - mintplexlabs.com is largely invisible to AI engines. Key strengths include Topic Coherence, Duplicate Content Blocks, and Cross-Page Duplicate Content. Priority gaps: llms.txt File, Schema.org Structured Data, and Q&A Content Format.

Top priorities

llms.txt FileDiscovery+10 pts

Schema.org Structured DataTrust+10 pts

Q&A Content FormatStructure+10 pts

#12437of 13363

#2181of 2337 in Developer Tools & Infrastructure

Ahead of you

koyal.ai27

iseechange.org27

View full rankings →

View improvement plan

How to Improve

Current

27/100

Projected

71/100

41Total Fixes

11Quick Wins

~117hEst. Effort

Quick Wins

Create /llms.txt fileFix HTML structure and meta tagsConfigure robots.txt for AI crawlersLink orphan pages into site navigationAdd ai.txt and content licensingFix canonical URL strategyImprove query-answer alignmentAdd visible date signalsMake pages solve the user task fasterExplain how content was tested or reviewedAdd image context for AI engines

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

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

Fix canonical URL strategy

Add rel="canonical" tags to all pages to prevent duplicate content confusion.

critical

low

Fix canonical URL strategy

critical|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

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

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.

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 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 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 Organization schema with consistent name, address, phone (NAP). Include sameAs links to social profiles and authoritative directories to strengthen entity recognition.

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 AI43

Criterion

Score

Potential

Score Breakdown

Read full scoring methodology →

Your competitors are already optimizing for AI

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

Fix My Score

Site Pages

URLCitationSiteIn-linksCategoryIssuesWords

mintplexlabs.comMintplex Labs | AI Tools for everyone

F31

homepage

mintplexlabs.comF31