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Lightbox SEO & AI Visibility Audit

Lightbox is a web-based interface for AI-powered content generation that simplifies ComfyUI workflows. Creators use it to build images, videos, and other media with visual node editing, pre-built templates, and streamlined controls that eliminate technical barriers to AI content creation.

lightbox.sh

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

56%

Overall Scores

Area Score Grade
SEO 82% B
AEO (AI Visibility) 30% D
E-E-A-T 47% F
Combined 56%

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 59% No about/team page links detected, 5 security headers missing, No contact transparency signals detected
Expertise 73% All checks passing
Authoritativeness 20% No Organization JSON-LD schema found, No JSON-LD schema types detected, No third-party review signals detected
Experience 26% Found, Freshness issues, 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: lightbox.sh
stobo this article: lightbox.sh/blog/my-article
Generate a robots.txt for lightbox.sh
stobo my blog: lightbox.sh/blog

Recommendations

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

    Create an llms.txt file so AI models can understand what lightbox.sh does. Stobo generates one automatically.
    Generate an llms.txt for lightbox.sh
  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 lightbox.sh
  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

Show your score on your README or website.

lightbox.sh audit badge

Frequently asked questions

Why is my site missing the llms.txt file and how does this affect SEO?
Your site returns a 404 error for llms.txt, which AI systems use to understand your content guidelines. This missing file prevents AI crawlers from properly indexing your site. Add an llms.txt file to your root directory to improve AI visibility and search performance.
What does it mean when my website has no date signals for freshness?
Your site lacks publication dates, last modified timestamps, or other freshness indicators that search engines rely on. This makes it difficult for Google to understand when your content was created or updated. Add clear date markers to improve your content's search ranking potential.
How does having brief opening content hurt my search engine rankings?
Your page opens with only 18 words, which is too short for search engines to understand your content's purpose. Brief openings reduce your chances of appearing in direct answer results. Expand your introduction to at least 50-100 words for better visibility.
Should I add FAQ schema markup to improve my site's search performance?
Your site currently has no FAQ schema markup, which means you're missing opportunities for rich snippets in search results. Adding FAQPage structured data helps Google display your content directly in search answers, increasing click-through rates and visibility.
How do content freshness issues impact my website's search engine visibility?
Missing date signals prevent search engines from determining your content's relevance and timeliness. This hurts your rankings, especially for topics where freshness matters. Add publication dates, update timestamps, and regularly refresh your content to signal freshness to search engines.
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