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Macadamia SEO & AI Visibility Audit

Macadamia is an AI agent platform for industrial engineering automation that streamlines complex workflows. It enables manufacturing teams to automate repetitive tasks, optimize production processes, and reduce operational costs with intelligent agents that learn from industrial data.

macadamialabs.com

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

65%

Overall Scores

Area Score Grade
SEO 85% B
AEO (AI Visibility) 44% D
E-E-A-T 69% D
Combined 65%

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 74% No about/team page links detected, 1/4 contact signals found
Expertise 73% All checks passing
Authoritativeness 77% No third-party review signals detected
Experience 14% No social proof signals detected, Freshness issues, Found 3 headings, No first-hand experience signals detected

Stobo finds what's broken and generates the fixes

Claude Desktop > Settings > Integrations > Add custom MCP server. Claude Desktop MCP integration settings showing how to add a custom MCP server

Try these in Claude Desktop

stobo my site: macadamialabs.com
stobo this article: macadamialabs.com/blog/my-article
Generate a robots.txt for macadamialabs.com
stobo my blog: macadamialabs.com/blog

Recommendations

  1. llms.txt not found (HTTP 404) AEO

    Create an llms.txt file so AI models can understand what macadamialabs.com does. Stobo generates one automatically.
    Generate an llms.txt for macadamialabs.com
  2. 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 macadamialabs.com
  3. Freshness issues: no date signals found E-E-A-T

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

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macadamialabs.com audit badge

Frequently asked questions

Why can't search engines find my site's llms.txt file?
Your site returns a 404 error when search engines look for llms.txt. This file helps AI systems understand your content better. You need to create and upload an llms.txt file to your root directory to fix this issue.
How do missing date signals hurt my site's search performance?
Search engines can't determine when your content was created or updated without date signals. This makes your content appear stale and less trustworthy. Add publication dates and last-modified dates to improve your rankings.
What is FAQ schema and why does my site need it?
FAQ schema is structured data that helps search engines display your questions and answers directly in search results. Your site lacks this markup, missing opportunities for rich snippets and better visibility.
How does content freshness affect my site's search engine ranking?
Search engines favor fresh, recently updated content over stale pages. Your site shows no freshness signals, which can hurt rankings. Add dates to content and regularly update existing pages to signal freshness.
Why are social proof signals important for my website's credibility?
Social proof signals like reviews, testimonials, and social media mentions help establish trust and authority. Your site lacks these trust indicators, which can impact both user confidence and search engine rankings.
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