Why doesn't my site show publication dates or freshness signals?

Your site lacks visible date indicators like publication dates, last updated timestamps, or content freshness signals. Search engines use these signals to understand content recency and relevance. Adding clear publication and update dates helps both users and search engines assess your content's timeliness.

What is llms.txt and why is it missing from my site?

The llms.txt file is missing from your site (returning a 404 error). This file helps AI language models understand how to interact with your content appropriately. Without it, AI systems may not properly index or reference your site's information.

How does missing content freshness affect my search rankings?

Your content lacks freshness indicators, which search engines use to evaluate relevance and authority. Fresh, updated content typically ranks better than outdated material. Adding publication dates and regular content updates signals to search engines that your information is current and trustworthy.

Should I add FAQ schema markup to my website pages?

Your site is missing FAQ schema markup entirely. Adding FAQPage structured data helps search engines display your questions and answers directly in search results as rich snippets. This increases visibility and can improve click-through rates from search results.

What are quantified metrics and why do they matter for credibility?

Your site contains only 3 quantified metrics, which limits demonstrated expertise. Quantified metrics include specific data points, statistics, case studies, or measurable results. More quantified content helps establish first-hand experience and builds trust with both users and search engines.

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Linewise SEO & AI Visibility Audit

LineWise is an AI platform for manufacturing that addresses frontline skills gaps on production floors. It provides real-time guidance, training, and decision support to factory workers and supervisors that improve operational efficiency, reduce errors, and retain institutional knowledge across manufacturing facilities.

linewise.io

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

63%

Audited March 05, 2026 · 3 pages analyzed

Overall Scores

Area	Score	Grade
SEO	81%	B
AEO (AI Visibility)	44%	D
E-E-A-T	54%	F
Combined	63%	—

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	61%	No privacy policy link detected, 5 security headers missing, No terms of service link detected
Expertise	67%	All checks passing
Authoritativeness	43%	No Organization JSON-LD schema found, 1 distinct schema type found
Experience	30%	Found, 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: linewise.io

stobo this article: linewise.io/blog/my-article

Generate a robots.txt for linewise.io

stobo my blog: linewise.io/blog

Recommendations

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

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Frequently asked questions

Why doesn't my site show publication dates or freshness signals?: Your site lacks visible date indicators like publication dates, last updated timestamps, or content freshness signals. Search engines use these signals to understand content recency and relevance. Adding clear publication and update dates helps both users and search engines assess your content's timeliness.
What is llms.txt and why is it missing from my site?: The llms.txt file is missing from your site (returning a 404 error). This file helps AI language models understand how to interact with your content appropriately. Without it, AI systems may not properly index or reference your site's information.
How does missing content freshness affect my search rankings?: Your content lacks freshness indicators, which search engines use to evaluate relevance and authority. Fresh, updated content typically ranks better than outdated material. Adding publication dates and regular content updates signals to search engines that your information is current and trustworthy.
Should I add FAQ schema markup to my website pages?: Your site is missing FAQ schema markup entirely. Adding FAQPage structured data helps search engines display your questions and answers directly in search results as rich snippets. This increases visibility and can improve click-through rates from search results.
What are quantified metrics and why do they matter for credibility?: Your site contains only 3 quantified metrics, which limits demonstrated expertise. Quantified metrics include specific data points, statistics, case studies, or measurable results. More quantified content helps establish first-hand experience and builds trust with both users and search engines.

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