Why can't search engines determine when your content was published or updated?

Your site lacks proper date signals that help search engines understand content freshness. Add publication dates, last modified timestamps, or structured data markup to show when content was created or updated.

What is llms.txt and why does your site need this file?

Your site returns a 404 error for llms.txt, a file that helps AI systems understand your content better. Create this file to provide context and guidelines for how AI models should interpret your site's information.

How does missing date information affect your search engine rankings?

Search engines can't assess your content's relevance without date signals. This hurts your E-E-A-T score and ranking potential. Add clear publication dates and update timestamps to signal content freshness to search algorithms.

Why are your page openings too short for featured snippets?

Your content openings contain only 25 words, which is insufficient for search engines to create quality featured snippets. Expand your introductions to 40-60 words while directly answering the main query upfront.

What FAQ Schema markup should you add to improve search visibility?

Your site lacks FAQPage structured data markup that helps search engines display rich FAQ snippets. Add JSON-LD FAQ schema to relevant pages to increase visibility and click-through rates in search results.

‹ See all YC F25 audits

Telemetron SEO & AI Visibility Audit

Telemetron is an AI-powered customer support platform for hardware companies that diagnoses and resolves device issues in real-time. It connects to device telemetry, analyzes problems with machine learning, and automatically closes support tickets, helping teams reduce resolution time across millions of deployed devices.

telemetron.ai

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

Audited March 06, 2026 · 2 pages analyzed

Overall Scores

Area	Score	Grade
SEO	82%	B
AEO (AI Visibility)	31%	F
E-E-A-T	53%	F
Combined	57%	—

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	73%	All checks passing
Authoritativeness	20%	No Organization JSON-LD schema found, No JSON-LD schema types detected, No third-party review or trust signals detected
Experience	34%	Found, 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: telemetron.ai

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

Generate a robots.txt for telemetron.ai

stobo my blog: telemetron.ai/blog

Recommendations

llms.txt not found (HTTP 404) AEO
Create an llms.txt file so AI models can understand what telemetron.ai does. Stobo generates one automatically.
```
Generate an llms.txt for telemetron.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 telemetron.ai
```
Freshness issues: no date signals found E-E-A-T

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Frequently asked questions

Why can't search engines determine when your content was published or updated?: Your site lacks proper date signals that help search engines understand content freshness. Add publication dates, last modified timestamps, or structured data markup to show when content was created or updated.
What is llms.txt and why does your site need this file?: Your site returns a 404 error for llms.txt, a file that helps AI systems understand your content better. Create this file to provide context and guidelines for how AI models should interpret your site's information.
How does missing date information affect your search engine rankings?: Search engines can't assess your content's relevance without date signals. This hurts your E-E-A-T score and ranking potential. Add clear publication dates and update timestamps to signal content freshness to search algorithms.
Why are your page openings too short for featured snippets?: Your content openings contain only 25 words, which is insufficient for search engines to create quality featured snippets. Expand your introductions to 40-60 words while directly answering the main query upfront.
What FAQ Schema markup should you add to improve search visibility?: Your site lacks FAQPage structured data markup that helps search engines display rich FAQ snippets. Add JSON-LD FAQ schema to relevant pages to increase visibility and click-through rates in search results.

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