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AI Visibility Scorecard
Kirschbaum
kirschbaumdevelopment.com · Technology
Somewhat visible. AI bots can read Kirschbaum, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
ChatGPT · Apple Intelligence
#86,275 of 2,623,328 in Technology for AI visibility
6.5
/10
AEO Score
About Kirschbaum
from our crawl and measurement
Kirschbaum is a business whose own site puts it this way: "Kirschbaum provides expert custom software development, AI integrations, Laravel consulting, and team augmentation to help businesses build and scale secure, intelligent web applications." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.5 out of 10, readable in places and missing in others.
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 GPTBot (ChatGPT).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
4
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
7
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Trust
4
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 6.5/10, Kirschbaum has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Kirschbaum
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/kirschbaumdevelopment
Cite this score: Engagemii (2026). "AEO Score for Kirschbaum." Retrieved from https://engagemii.com/aeo/brands/kirschbaumdevelopment
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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