AI Visibility Scorecard
Proof of Bottleneck™
proofofbottleneck.com · Technology
Borderline visible. AI bots can crawl Proof of Bottleneck™, 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 3 times
Claude · Apple Intelligence
#1,075,868 of 2,707,329 in Technology for AI visibility
44
AI Naming Predictability
iSometimes named · 44/100
5
AEO Visibility
iBorderline · 4.9/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
About Proof of Bottleneck™
from our crawl and measurement
Proof of Bottleneck™ is a business whose own site puts it this way: "Proof of Bottleneck™ (PoB) by Sphere Proof Systems™: submit a critical technical bottleneck and get a measurable proof path, falsifiable baseline and decision receipt mindset reviewed by." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.9 out of 10.
Our crawl found structured data on the page (Organization), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
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.
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 4.9/10, Proof of Bottleneck™ is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Have a bottleneck that should not exist?
Submit the concrete failure. If the blockage is real, the first job is to find the shortest measurable proof path. Submit a bottleneck
Is this your brand?
The exact fixes for Proof of Bottleneck™
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Proof of Bottleneck™.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/proofofbottleneck
Cite this score: Engagemii (2026). "AEO Score for Proof of Bottleneck™." Retrieved from https://engagemii.com/aeo/brands/proofofbottleneck
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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