Why can't AI tools find my site's llms.txt file?

Your site returns a 404 error when AI tools look for llms.txt. This file tells AI systems how to crawl and use your content. Without it, AI tools may skip or misinterpret your site entirely.

How do missing date signals hurt my search rankings?

Search engines can't determine when your content was published or updated. This makes your pages appear stale and unreliable. Add publication dates and last-modified timestamps to show content freshness.

What happens when my pages lack opening content?

Search engines struggle to understand what your pages are about without clear opening statements. This hurts your chances of appearing in featured snippets and direct answers. Start pages with concise, topic-focused introductions.

Why does Google consider my content outdated without dates?

Google uses date signals to assess content trustworthiness and relevance. Without visible publication or update dates, your content appears less authoritative. This directly impacts your E-E-A-T scores and rankings.

How does missing FAQ schema affect my search visibility?

Your FAQ content won't appear as rich snippets in search results without proper schema markup. This means missed opportunities for expanded visibility and higher click-through rates from FAQ-related searches.

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Opine Chat SEO & AI Visibility Audit

Opine Chat is a conversational platform that lets users get advice from AI-powered personas of public figures and celebrities. Users select from over 100 characters including musicians, entrepreneurs, and content creators to chat with and receive personalized guidance across various topics.

opine.chat

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

53%

Audited March 04, 2026 · 23 pages analyzed

Overall Scores

Area	Score	Grade
SEO	79%	B
AEO (AI Visibility)	27%	F
E-E-A-T	49%	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	63%	No about/team page links detected, 6 security headers missing, 1/4 contact signals found
Expertise	80%	All checks passing
Authoritativeness	20%	No Organization JSON-LD schema found, No JSON-LD schema types detected, No third-party review signals detected
Experience	19%	No social proof signals detected, Freshness issues, Hierarchy 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: opine.chat

stobo this article: opine.chat/blog/my-article

Generate a robots.txt for opine.chat

stobo my blog: opine.chat/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: opine.chat
```
llms.txt not found (HTTP 404) AEO
Create an llms.txt file so AI models can understand what opine.chat does. Stobo generates one automatically.
```
Generate an llms.txt for opine.chat
```
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 opine.chat
```

Track your score over time

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

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Show your score on your README or website.

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Frequently asked questions

Why can't AI tools find my site's llms.txt file?: Your site returns a 404 error when AI tools look for llms.txt. This file tells AI systems how to crawl and use your content. Without it, AI tools may skip or misinterpret your site entirely.
How do missing date signals hurt my search rankings?: Search engines can't determine when your content was published or updated. This makes your pages appear stale and unreliable. Add publication dates and last-modified timestamps to show content freshness.
What happens when my pages lack opening content?: Search engines struggle to understand what your pages are about without clear opening statements. This hurts your chances of appearing in featured snippets and direct answers. Start pages with concise, topic-focused introductions.
Why does Google consider my content outdated without dates?: Google uses date signals to assess content trustworthiness and relevance. Without visible publication or update dates, your content appears less authoritative. This directly impacts your E-E-A-T scores and rankings.
How does missing FAQ schema affect my search visibility?: Your FAQ content won't appear as rich snippets in search results without proper schema markup. This means missed opportunities for expanded visibility and higher click-through rates from FAQ-related searches.

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