Why is your site missing an llms.txt file and how does it affect AI crawling?

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

What does it mean when your site has no opening content for direct answers?

Your pages lack clear introductory content that AI systems can extract for direct answers. This means your site won't appear in AI-generated responses or featured snippets. Add concise opening paragraphs that directly address user queries.

How does a missing robots.txt file impact your site's AI optimization?

Your robots.txt file returns a 404 error, preventing AI crawlers from understanding your crawling preferences. This creates uncertainty about which pages they should access. A proper robots.txt file guides AI systems to your most important content.

Why do freshness issues hurt your site's search engine performance?

Your pages have no date signals, making it impossible for search engines to determine content freshness. This hurts rankings for time-sensitive topics. Add publication dates, last modified dates, or other temporal indicators to your content.

How can you fix content freshness problems on your website?

Add visible publication dates, last updated timestamps, or structured data with temporal information. Include recent examples or current statistics in your content. Regular updates with clear date signals help search engines understand your content's relevance and timeliness.

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Cranston Ai SEO & AI Visibility Audit

Cranston AI is an accounting platform that automates bookkeeping and financial management for startups. It uses AI to categorize transactions and reconcile accounts with 99%+ accuracy, while a team reviews everything monthly to deliver clean financials, tax filings, and real-time reporting that startups can share with investors.

cranstonai.com

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

40%

Audited March 06, 2026 · 4 pages analyzed

Overall Scores

Area	Score	Grade
SEO	78%	B
AEO (AI Visibility)	2%	F
E-E-A-T	58%	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	83%	6 security headers missing
Expertise	67%	1105 words, 28 headings, 0 outbound links
Authoritativeness	29%	No Organization JSON-LD schema found, No JSON-LD schema types detected, Found
Experience	34%	No social proof signals detected, Freshness issues, Hierarchy issues

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: cranstonai.com

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

Generate a robots.txt for cranstonai.com

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

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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Frequently asked questions

Why is your site missing an llms.txt file and how does it affect AI crawling?: Your site returns a 404 error when AI crawlers look for llms.txt. This file tells AI systems how to properly access and use your content. Without it, AI crawlers may skip your site or misinterpret your content guidelines.
What does it mean when your site has no opening content for direct answers?: Your pages lack clear introductory content that AI systems can extract for direct answers. This means your site won't appear in AI-generated responses or featured snippets. Add concise opening paragraphs that directly address user queries.
How does a missing robots.txt file impact your site's AI optimization?: Your robots.txt file returns a 404 error, preventing AI crawlers from understanding your crawling preferences. This creates uncertainty about which pages they should access. A proper robots.txt file guides AI systems to your most important content.
Why do freshness issues hurt your site's search engine performance?: Your pages have no date signals, making it impossible for search engines to determine content freshness. This hurts rankings for time-sensitive topics. Add publication dates, last modified dates, or other temporal indicators to your content.
How can you fix content freshness problems on your website?: Add visible publication dates, last updated timestamps, or structured data with temporal information. Include recent examples or current statistics in your content. Regular updates with clear date signals help search engines understand your content's relevance and timeliness.

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