What is llms.txt and why is it missing from your site?

Your site returns a 404 error for llms.txt, a file that helps AI systems understand your content better. This missing file means AI tools can't properly index or reference your content. Adding an llms.txt file improves your visibility in AI-powered search results.

Why can't search engines find publication dates on your pages?

Your content lacks visible date signals like publication dates or last updated timestamps. Search engines use these dates to determine content freshness and relevance. Without date information, your pages may rank lower for time-sensitive queries.

How does missing content freshness signals hurt your SEO rankings?

Search engines can't determine when your content was created or updated without date signals. This affects your rankings for topics where recency matters. Fresh content typically performs better in search results, especially for current industry topics.

What happens when your page openings are too brief for AI?

Your page openings contain only 4 words, which is too short for AI systems to understand your content's purpose. Brief openings hurt your chances of appearing in AI-generated summaries and direct answers. Expand your introductions to 20-30 words minimum.

Why do all your images need alt text for accessibility?

None of your 8 images have alt text, making your site inaccessible to screen readers and search engines. Alt text describes images for visually impaired users and helps search engines understand your visual content. This impacts both accessibility and SEO.

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Mbodi Ai SEO & AI Visibility Audit

Mbodi AI is an embodied AI platform that enables robots and agents to learn and operate like humans. It provides voice and demonstration-based skill teaching, continuous learning from visual observations and actions, and generative data augmentation that reduces failure rates in unfamiliar environments.

mbodi.ai

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

49%

Audited March 04, 2026 · 2 pages analyzed

Overall Scores

Area	Score	Grade
SEO	74%	C
AEO (AI Visibility)	24%	F
E-E-A-T	43%	F
Combined	49%	—

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	50%	No about/team page links detected, 6 security headers missing, No contact transparency signals detected
Expertise	73%	All checks passing
Authoritativeness	20%	No Organization JSON-LD schema found, No JSON-LD schema types detected, No third-party review signals detected
Experience	26%	No social proof signals detected, Freshness issues, Found

Stobo finds what's broken and generates the fixes

Claude Desktop MCP integration settings showing how to add a custom MCP server

Try these in Claude Desktop

stobo my site: mbodi.ai

stobo this article: mbodi.ai/blog/my-article

Generate a robots.txt for mbodi.ai

stobo my blog: mbodi.ai/blog

Recommendations

llms.txt not found (HTTP 404) AEO
Create an llms.txt file so AI models can understand what mbodi.ai does. Stobo generates one automatically.
```
Generate an llms.txt for mbodi.ai
```
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 mbodi.ai
```
Freshness issues: no date signals found E-E-A-T

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Frequently asked questions

What is llms.txt and why is it missing from your site?: Your site returns a 404 error for llms.txt, a file that helps AI systems understand your content better. This missing file means AI tools can't properly index or reference your content. Adding an llms.txt file improves your visibility in AI-powered search results.
Why can't search engines find publication dates on your pages?: Your content lacks visible date signals like publication dates or last updated timestamps. Search engines use these dates to determine content freshness and relevance. Without date information, your pages may rank lower for time-sensitive queries.
How does missing content freshness signals hurt your SEO rankings?: Search engines can't determine when your content was created or updated without date signals. This affects your rankings for topics where recency matters. Fresh content typically performs better in search results, especially for current industry topics.
What happens when your page openings are too brief for AI?: Your page openings contain only 4 words, which is too short for AI systems to understand your content's purpose. Brief openings hurt your chances of appearing in AI-generated summaries and direct answers. Expand your introductions to 20-30 words minimum.
Why do all your images need alt text for accessibility?: None of your 8 images have alt text, making your site inaccessible to screen readers and search engines. Alt text describes images for visually impaired users and helps search engines understand your visual content. This impacts both accessibility and SEO.

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