AI Visibility Scorecard
humbledmba.com · Technology
Borderline visible. AI bots can crawl humbledMBA, 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 7 times
Claude · Meta AI
#440,524 of 2,706,131 in Technology for AI visibility
22
AI Naming Predictability
iNamed occasionally · 22/100
More likely to be named than 95% of Technology companies
5
AEO Visibility
iBorderline · 4.9/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
humbledMBA is a business whose own site puts it this way: "Skip to content humbledMBA Contact humbledMBA Jason Freedman’s lessons learned…and relearned." When AI engines look at it, they find little to work with. It scores 4.9 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
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
Strong
Forum and community discussion.
Social Mentions
Weak
No social discussion found yet.
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 4.9/10, humbledMBA is crawlable but under-signaled - fixable, and the signals above are where to start.
How to Ignore the Nice Feedback?
Get a great advisor As I’ve said before, find a great startup advisor which specifically means a peer of yours that is twelve to eighteen months ahead of you. This is not an industry veteran. It’s not someone who sold their company for hundreds of millions of dollars. It is specifically someone who is good at playing the game that you’re playing, and they’re just a little bit ahead of you.
How to Get Warms Introductions?
Get Intros to Your Friends’ Investors If you’re working in any startup hub, you almost certainly have friends that are working on their own startups. Ask them to help you. The first question should be, “Am I ready to fundraise?” You need to ask this not only for the answer, but also to see just how warm your friend’s introduction will be.
How to Build an Operations Startup?
Don’t be afraid of manual processes This actually goes for all companies. Early on, whenever you can replace code with a manual process, you should; if for no other reason than it can help you to iterate faster. We do it religiously at 42Floors. Everything starts manually. Save your precious engineering cycles for the times when you actually need it.
How to block all blue light from your devices?
F.lux on your computer screen Obviously, anyone who is reading a post like this already has f.lux. It’s a no brainer. Download it for free here. It will change the color temperature of your screen so that it emits less blue light. But most people wrongly assume that f.lux blocks all the blue light.
Is this your brand?
The exact fixes for humbledMBA
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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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Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/humbledmba
Cite this score: Engagemii (2026). "AEO Score for humbledMBA." Retrieved from https://engagemii.com/aeo/brands/humbledmba
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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