Why is my site missing an llms.txt file and should I add one?

Your site returns a 404 error when accessing llms.txt. This file helps AI systems understand how to interact with your content. Adding one can improve your site's visibility in AI-powered search results and chatbots.

What does it mean when my site has no opening content found?

Your pages lack clear introductory content that directly answers user queries. Search engines and AI systems can't identify concise answers to display in featured snippets. Add clear opening paragraphs that directly address main topics.

How do missing date signals affect my website's search performance?

Your content shows no publication or update dates, making it appear stale to search engines. This hurts rankings for time-sensitive topics. Add visible dates to articles and update timestamps when you refresh content.

Why are meta descriptions important for my website's SEO?

Your pages are missing meta descriptions, which appear as snippets in search results. Without them, search engines create their own descriptions that may not accurately represent your content. This reduces click-through rates from search results.

How can I fix content freshness issues on my robotics website?

Add publication dates to your articles and blog posts. Include last-updated timestamps when you revise content. Consider adding a news section or regular updates about robotics developments to show your site stays current.

‹ See all Techstars 2024 audits

Hop Robotics SEO & AI Visibility Audit

Hop Robotics is an automated bar system that dispenses kegged beverages with precision pouring. Bars and venues use it to eliminate waste, accept remote orders while engaging guests, and dispense beer, wine, coffee, and cocktails with standard power and optional connectivity.

hoprobotics.com

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

Audited March 08, 2026 · 4 pages analyzed

Overall Scores

Area	Score	Grade
SEO	74%	C
AEO (AI Visibility)	27%	F
E-E-A-T	50%	F
Combined	51%	—

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	57%	No privacy policy link detected, 7 security headers missing, No terms of service link detected
Expertise	80%	All checks passing
Authoritativeness	29%	No Organization JSON-LD schema found, No JSON-LD schema types detected, Found
Experience	24%	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: hoprobotics.com

stobo this article: hoprobotics.com/blog/my-article

Generate a robots.txt for hoprobotics.com

stobo my blog: hoprobotics.com/blog

Recommendations

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: hoprobotics.com
```
llms.txt not found (HTTP 404) AEO
Create an llms.txt file so AI models can understand what hoprobotics.com does. Stobo generates one automatically.
```
Generate an llms.txt for hoprobotics.com
```
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 hoprobotics.com
```

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.

Markdown

HTML

Frequently asked questions

Why is my site missing an llms.txt file and should I add one?: Your site returns a 404 error when accessing llms.txt. This file helps AI systems understand how to interact with your content. Adding one can improve your site's visibility in AI-powered search results and chatbots.
What does it mean when my site has no opening content found?: Your pages lack clear introductory content that directly answers user queries. Search engines and AI systems can't identify concise answers to display in featured snippets. Add clear opening paragraphs that directly address main topics.
How do missing date signals affect my website's search performance?: Your content shows no publication or update dates, making it appear stale to search engines. This hurts rankings for time-sensitive topics. Add visible dates to articles and update timestamps when you refresh content.
Why are meta descriptions important for my website's SEO?: Your pages are missing meta descriptions, which appear as snippets in search results. Without them, search engines create their own descriptions that may not accurately represent your content. This reduces click-through rates from search results.
How can I fix content freshness issues on my robotics website?: Add publication dates to your articles and blog posts. Include last-updated timestamps when you revise content. Consider adding a news section or regular updates about robotics developments to show your site stays current.

Audit a competitor