▲ 1.0 since Jun 2026
#863,098 OF 2,703,643 IN TECHNOLOGY
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AI Visibility Scorecard
Michael Kirschbaum
michaelkirschbaum.com · Technology
Borderline visible. AI bots can crawl Michael Kirschbaum, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 2 times
Claude
#863,098 of 2,703,643 in Technology for AI visibility
5
AEO Visibility
iBorderline · 5/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
2
AI Adoption
iBasic · 2/100
About Michael Kirschbaum
from our crawl and measurement
Michael Kirschbaum is a business whose own site puts it this way: "Michael Kirschbaum I design and build high-growth, intuitive software products Experience I develop web/mobile apps and am also interested in AI and machine learning." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.8 out of 10.
The site is missing structured data describing the business, an llms.txt file 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
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
Clear headings and answer-style content.
Entity Clarity
Weak
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
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 5/10, Michael Kirschbaum is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Michael Kirschbaum
Which AI engines already crawl you
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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 August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/michaelkirschbaum
Cite this score: Engagemii (2026). "AEO Score for Michael Kirschbaum." Retrieved from https://engagemii.com/aeo/brands/michaelkirschbaum
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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