How can I improve my llms.txt File score?

No llms.txt file found at https://prosights.co/llms.txt (HTTP 404).

How can I improve my Comprehensive FAQ Section score?

No FAQ content found on homepage. No dedicated FAQ page found in common FAQ paths or homepage links. No FAQPage schema markup found across homepage and sampled content pages.

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.

How can I improve my Speakable Schema score?

No SpeakableSpecification schema found across homepage and sampled content pages.

WINTER 2024

prosights.co

Weak AI visibility with 27 of 48 criteria passing. Biggest gap: llms.txt file.

Finance & Payments Corporate Finance Platforms

47/100

Citation Avg

Answer Readiness

~40% weight

6/10

Content Structure

~25% weight

3/10

Trust & Authority

~15% weight

4/10

Technical Foundation

~10% weight

5/10

AI Discovery

~10% weight

4/10

Verdict

Below-average AEO readiness at 47/100 - multiple areas need attention. Key strengths include Canonical URL Strategy, Topic Coherence, and Duplicate Content Blocks. Priority gaps: llms.txt File, Comprehensive FAQ Section, and RSS/Atom Feed.

Top priorities

llms.txt FileDiscovery+10 pts

Comprehensive FAQ SectionStructure+10 pts

RSS/Atom FeedDiscovery+10 pts

#12819of 26585

#762of 1391 in Finance & Payments

Ahead of you

ospree.io47

onsleek.com47

View full rankings →

View improvement plan

How to Improve

Current

47/100

Projected

79/100

41Total Fixes

10Quick Wins

~97hEst. Effort

Quick Wins

Create /llms.txt fileConfigure robots.txt for AI crawlersAdd definition-style contentAdd ai.txt and content licensingIncrease fact and data densityExtend schema to inner pagesImprove query-answer alignmentAdd visible date signalsPackage evidence for AI enginesImprove server response efficiency

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.

high

trivial

Configure robots.txt for AI crawlers

high|trivial

Create complete sitemap.xml

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

medium

low

Create complete sitemap.xml

medium|low

Improve server response efficiency

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

high

low

Improve server response efficiency

high|low

Reduce document weight

Trim oversized HTML, excessive DOM nodes, and large inline payloads that slow AI crawlers.

medium

low

Reduce document weight

medium|low

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

Add internationalization signals

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

low

Add internationalization signals

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

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.

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.

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

Add question-based headings (H2/H3) throughout your content. Use "What is...", "How does...", "Why should..." patterns that match how users query AI assistants.

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

Create a dedicated FAQ page with FAQPage schema markup. Cover common questions about your products, services, and industry to become a direct answer source for AI engines.

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.

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.

Define the primary entity in the first 500 characters, use consistent terminology (same term 70%+), and add "unlike X" signals to help AI engines distinguish your topics.

Fix It With AI43

Criterion

Score

Potential

Score Breakdown

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Site Pages

URLCitationSiteIn-linksCategoryIssuesWords

www.prosights.coProsights - AI-Powered Finance Automation

F31

homepage

358

www.prosights.coF31