AI Visibility Scorecard
Developer Labs LLC
· Technology
Somewhat visible. AI bots can read Developer Labs LLC, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude
#667,357 of 2,707,329 in Technology for AI visibility
49
AI Naming Predictability
iSometimes named · 49/100
5
AEO Visibility
iBorderline · 5.2/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
8
AI Adoption
iBasic · 8/100
About Developer Labs LLC
from our crawl and measurement
Developer Labs LLC, based in Lake Saint Louis, MO, describes itself simply: "German developer for websites, custom GLPI plugins, interfaces and website optimization. Fixed prices, no prepayment, invoice only if you are fully satisfied." Its AI visibility score is 5.2 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (ProfessionalService), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
What this score means
Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 5.2/10, Developer Labs LLC has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
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The exact fixes for Developer Labs LLC
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Source & Attribution
Scored by Engagemii on October 17, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/developer-labs
Cite this score: Engagemii (2026). "AEO Score for Developer Labs LLC." Retrieved from https://engagemii.com/aeo/brands/developer-labs
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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