Why can't AI systems find information about my site?

Your site is missing an llms.txt file, which helps AI systems understand your content. This file acts as a guide for language models and AI crawlers. Without it, AI tools may struggle to properly index or reference your site's information.

What does it mean when search engines can't find opening content?

Your site lacks clear opening content that directly answers user queries. Search engines look for immediate, relevant information at the beginning of pages. This missing element makes it harder for your content to appear in featured snippets or direct answers.

How do missing date signals hurt my search rankings?

Your site shows no publication or update dates anywhere on your pages. Search engines use these signals to determine content freshness and relevance. Without date information, your content may be viewed as outdated or unreliable by search algorithms.

Why is content freshness important for my website's authority?

Fresh content signals demonstrate expertise and current knowledge in your field. Your site lacks visible date stamps or update indicators. This absence can hurt your perceived authority and trustworthiness, especially for topics that change frequently or require current information.

What happens when my images don't have alt text?

None of your 15 images include alt text descriptions. This creates accessibility barriers for screen readers and hurts your SEO potential. Search engines can't understand your images without alt text, missing opportunities for image search rankings.

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Osmosis SEO & AI Visibility Audit

Osmosis is a reinforcement learning platform that helps companies build task-specific models outperforming foundation models at lower cost. It enables teams to create specialized AI systems for their workflows that deliver better accuracy and efficiency than general-purpose models.

osmosis.ai

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

53%

Audited March 03, 2026 · 11 pages analyzed

Overall Scores

Area	Score	Grade
SEO	79%	B
AEO (AI Visibility)	27%	F
E-E-A-T	48%	F
Combined	53%	—

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	70%	Found, 3 security headers missing, 1/4 contact signals found
Expertise	60%	552 words, 30 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	16%	No social proof signals detected, Freshness issues, Good hierarchy, No first-hand experience signals detected

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: osmosis.ai

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

Generate a robots.txt for osmosis.ai

stobo my blog: osmosis.ai/blog

Recommendations

llms.txt not found (HTTP 404) AEO
Create an llms.txt file so AI models can understand what osmosis.ai does. Stobo generates one automatically.
```
Generate an llms.txt for osmosis.ai
```
No opening content found AEO
Add a direct answer in the first 40-60 words of the page. AI engines pull from the opening paragraph.
```
stobo this site: osmosis.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 osmosis.ai
```

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.

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Frequently asked questions

Why can't AI systems find information about my site?: Your site is missing an llms.txt file, which helps AI systems understand your content. This file acts as a guide for language models and AI crawlers. Without it, AI tools may struggle to properly index or reference your site's information.
What does it mean when search engines can't find opening content?: Your site lacks clear opening content that directly answers user queries. Search engines look for immediate, relevant information at the beginning of pages. This missing element makes it harder for your content to appear in featured snippets or direct answers.
How do missing date signals hurt my search rankings?: Your site shows no publication or update dates anywhere on your pages. Search engines use these signals to determine content freshness and relevance. Without date information, your content may be viewed as outdated or unreliable by search algorithms.
Why is content freshness important for my website's authority?: Fresh content signals demonstrate expertise and current knowledge in your field. Your site lacks visible date stamps or update indicators. This absence can hurt your perceived authority and trustworthiness, especially for topics that change frequently or require current information.
What happens when my images don't have alt text?: None of your 15 images include alt text descriptions. This creates accessibility barriers for screen readers and hurts your SEO potential. Search engines can't understand your images without alt text, missing opportunities for image search rankings.

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