How can I improve my llms.txt File score?

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

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.

How can I improve my Content Freshness Signals score?

No JSON-LD date properties (datePublished/dateModified) found across homepage, FAQ page, and sampled content pages. No elements found in content areas across homepage, FAQ page, and sampled content pages. No article:published_time or article:modified_time meta tags found across homepage, FAQ page, and sampled content pages.

SUMMER 2021

koshex.com

Weak AI visibility with 11 of 48 criteria passing. Biggest gap: llms.txt file.

Finance & Payments Corporate Finance Platforms

31/100

Citation Avg

Answer Readiness

~40% weight

4/10

Content Structure

~25% weight

2/10

Trust & Authority

~15% weight

2/10

Technical Foundation

~10% weight

3/10

AI Discovery

~10% weight

4/10

Verdict

Critical AEO gaps at 31/100 - koshex.com is largely invisible to AI engines. Key strengths include Content Cannibalization, Topic Coherence, and Duplicate Content Blocks. Priority gaps: llms.txt File, Q&A Content Format, and Original Data & Expert Analysis.

Top priorities

llms.txt FileDiscovery+10 pts

Q&A Content FormatStructure+10 pts

Original Data & Expert AnalysisAnswer+10 pts

#22564of 26585

#1211of 1391 in Finance & Payments

Ahead of you

guggenheimlife.com31

grow.kanda.co.uk31

View full rankings →

View improvement plan

How to Improve

Current

31/100

Projected

72/100

41Total Fixes

8Quick Wins

~112hEst. Effort

Quick Wins

Create /llms.txt fileConfigure robots.txt for AI crawlersAdd ai.txt and content licensingFix canonical URL strategyExtend schema to inner pagesImprove query-answer alignmentAdd visible date signalsReduce extraction friction

Fix

Impact

Effort

Fix HTML structure and meta tags

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

critical

medium

Fix HTML structure and meta tags

critical|medium

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

Reduce render-blocking resources

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

critical

medium

Reduce render-blocking resources

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.

medium

low

Improve server response efficiency

medium|low

Create complete sitemap.xml

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

low

Create complete sitemap.xml

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.

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.

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

Fix It With AI43

Criterion

Score

Potential

Score Breakdown

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Site Pages

URLCitationSiteIn-linksCategoryIssuesWords

koshex.comKoshex | Money Made Intelligent

F34

homepage

koshex.comF34