Why isn't your site showing up in AI-powered search results?

Your site lacks opening content that AI systems can easily extract for direct answers. Without clear, structured opening paragraphs, search engines struggle to feature your content in AI-generated responses and voice search results.

What happens when your robots.txt file returns a 404 error?

Your robots.txt file is completely inaccessible, returning a 404 error. This prevents search engines and AI crawlers from understanding which parts of your site they should index, potentially causing indexing problems.

Do you need an llms.txt file for AI search optimization?

Your site is missing an llms.txt file, which helps AI systems understand how to use your content. While not required, this file can improve how language models interpret and reference your site's information.

How do missing date signals hurt your search rankings?

Your content has no publication or update dates, making it appear stale to search engines. Fresh content signals help search algorithms understand relevance and can significantly impact your rankings for time-sensitive topics.

Why is content freshness critical for your site's authority?

Your site shows no freshness signals, which damages perceived expertise and trustworthiness. Search engines favor regularly updated content as it suggests active maintenance and current, reliable information for users.

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Labric SEO & AI Visibility Audit

Labric is a data infrastructure platform for research scientists that connects experimental data from instruments, spreadsheets, and databases into a unified system. Research teams use it to automatically organize data, run analysis workflows, and answer questions about their experiments with built-in agents and custom visualizations that streamlin…

labric.co

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

40%

Audited March 04, 2026 · 9 pages analyzed

Overall Scores

Area	Score	Grade
SEO	78%	B
AEO (AI Visibility)	2%	F
E-E-A-T	43%	F
Combined	40%	—

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	73%	Found, 6 security headers missing
Expertise	33%	205 words, 14 headings, 0 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, Hierarchy issues, 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: labric.co

stobo this article: labric.co/blog/my-article

Generate a robots.txt for labric.co

stobo my blog: labric.co/blog

Recommendations

robots.txt not accessible (HTTP 404) AEO
Update robots.txt to allow AI crawlers like GPTBot and ClaudeBot. Stobo generates an AI-friendly version.
```
Generate a robots.txt for labric.co
```
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: labric.co
```
llms.txt not found (HTTP 404) AEO
Create an llms.txt file so AI models can understand what labric.co does. Stobo generates one automatically.
```
Generate an llms.txt for labric.co
```

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 isn't your site showing up in AI-powered search results?: Your site lacks opening content that AI systems can easily extract for direct answers. Without clear, structured opening paragraphs, search engines struggle to feature your content in AI-generated responses and voice search results.
What happens when your robots.txt file returns a 404 error?: Your robots.txt file is completely inaccessible, returning a 404 error. This prevents search engines and AI crawlers from understanding which parts of your site they should index, potentially causing indexing problems.
Do you need an llms.txt file for AI search optimization?: Your site is missing an llms.txt file, which helps AI systems understand how to use your content. While not required, this file can improve how language models interpret and reference your site's information.
How do missing date signals hurt your search rankings?: Your content has no publication or update dates, making it appear stale to search engines. Fresh content signals help search algorithms understand relevance and can significantly impact your rankings for time-sensitive topics.
Why is content freshness critical for your site's authority?: Your site shows no freshness signals, which damages perceived expertise and trustworthiness. Search engines favor regularly updated content as it suggests active maintenance and current, reliable information for users.

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