AI Visibility Scorecard
aivsbs.com · Technology
Borderline visible. AI bots can crawl AI vs BS, 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 1 times
Claude
#2,126,345 of 2,704,277 in Technology for AI visibility
<1
AI Naming Predictability
iRarely named · <1/100
Technology average 28
Top 91% of Technology
See what's behind this score →3.5
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.
See what's behind this score →0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
Technology average 17
See what's behind this score →0
from our crawl and measurement
AI vs BS describes itself simply: "AI vs BS, Bill's AI Bullshit Detector. Human brain + AI tools, without the nonsense. Send me your AI-made mess, I send back something you can actually use." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.5 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
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
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
Good
Sitemaps and entity links AI can follow.
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.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 3.5/10, AI vs BS is crawlable but under-signaled - fixable, and the signals above are where to start.
Who is Bill?
I’ve been programming for 52 years, starting in 1974 back when computers filled entire rooms, punch cards jammed at the worst possible moment, and debugging sometimes involved an actual moth.
Why “AI vs BS”?
Because the tools are here to stay – the question is whether you let them make you look smarter or dumber. AI can screw up ANYTHING you let it, and say it “improved” your work. My role is to stand between you and that nonsense so your name only goes on work you’re not ashamed of. You bring the goal. I bring the bullshit detector. The AI is just the power tool in the middle.
Is this your brand?
The exact fixes for AI vs BS
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When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/aivsbs
Cite this score: Engagemii (2026). "AEO Score for AI vs BS." Retrieved from https://engagemii.com/aeo/brands/aivsbs
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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