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Trim SEO & AI Visibility Audit

Trim is a foundation model designed to solve physics problems and simulate physical systems. Researchers and scientists use it to model complex physical phenomena, predict outcomes, and accelerate discovery across domains including materials science, engineering, and computational physics.

trimresearch.com

SEO + AEO + E-E-A-T combined

64%

Overall Scores

Area Score Grade
SEO 88% B
AEO (AI Visibility) 39% D
E-E-A-T 38% F
Combined 64%

Fastest way to fix your site is to use our Custom Connector for Claude Desktop, or other IDEs.

E-E-A-T Breakdown

Signal Score Issue
Trustworthiness 47% No about/team page links detected, No privacy policy link detected, 4 security headers missing, No terms of service link detected, 1/4 contact signals found
Expertise 53% 408 words, 1 headings, 1 outbound links
Authoritativeness 20% No Organization JSON-LD schema found, No JSON-LD schema types detected, No third-party review signals detected
Experience 21% No social proof signals detected, Freshness issues, No first-hand experience signals detected

Stobo finds what's broken and generates the fixes

Claude Desktop > Settings > Integrations > Add custom MCP server. Claude Desktop MCP integration settings showing how to add a custom MCP server

Try these in Claude Desktop

stobo my site: trimresearch.com
stobo this article: trimresearch.com/blog/my-article
Generate a robots.txt for trimresearch.com
stobo my blog: trimresearch.com/blog

Recommendations

  1. llms.txt not found (HTTP 404) AEO

    Create an llms.txt file so AI models can understand what trimresearch.com does. Stobo generates one automatically.
    Generate an llms.txt for trimresearch.com
  2. Freshness issues: no date signals found AEO

    Add date markup (datePublished, dateModified) so AI engines know content is current. Stobo generates the JSON-LD.
    Generate freshness code for trimresearch.com
  3. Freshness issues: no date signals found E-E-A-T

Track your score over time

We'll re-audit your site in 7 days and email you what changed. Free, automatic.

Embed your audit badge

Show your score on your README or website.

trimresearch.com audit badge

Frequently asked questions

Why can't search engines find my site's llms.txt file?
Your site returns a 404 error when search engines look for llms.txt. This file helps AI systems understand how to use your content. Create an llms.txt file in your root directory to improve AI visibility and content indexing.
How do I fix freshness issues on my website pages?
Your pages lack date signals that search engines use to determine content freshness. Add publication dates, last modified timestamps, or structured data markup to show when content was created or updated. This helps search rankings.
What happens when my site has no FAQ schema markup?
Without FAQ schema markup, your Q&A content won't appear in rich search results. Add FAQPage structured data to your FAQ sections. This can increase click-through rates and make your content more visible in search.
Why does my website need social proof signals for SEO?
Social proof signals like testimonials, reviews, or social media mentions help establish your site's credibility. Search engines consider these trust signals when ranking content. Add customer reviews, testimonials, or social sharing buttons to improve authority.
How do missing date signals affect my search engine rankings?
Search engines can't determine your content's recency without date signals. This affects rankings for time-sensitive queries and reduces trust in your expertise. Add clear publication or update dates to all your content pages.
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