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AI Visibility Scorecard
John Molberg
johnmolberg.com · Other
At 1.5/10, John Molberg is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
Monitoring for AI engine activity
In the Engagemii AEO index
1.5
/10
AEO Score
About John Molberg
from our crawl and measurement
John Molberg is a business whose own site puts it this way: "I am a DIY junky who typically comes up with an alternate way of tackling the problem. I make videos of these crazy ideas in the hopes that if they work out, they can be a resource for." As far as answer engines are concerned it may as well not exist yet: 1.5 out of 10.
Our crawl found structured data on the page (ProfilePage). It is missing an llms.txt file, a sitemap and a heading structure that lays out what it offers.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
0
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
3
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 1.5/10, John Molberg is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for John Molberg
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Source & Attribution
Scored by Engagemii on August 17, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/johnmolberg
Cite this score: Engagemii (2026). "AEO Score for John Molberg." Retrieved from https://engagemii.com/aeo/brands/johnmolberg
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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