AI Visibility Scorecard
Plan Zero
planzerollc.com · Technology
Borderline visible. AI bots can crawl Plan Zero, 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
#2,025,423 of 2,705,713 in Technology for AI visibility
4
AEO Visibility
iNear-invisible · 3.7/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Plan Zero
from our crawl and measurement
Plan Zero is a business whose own site puts it this way: "Follow this journey at https://github.com/jjeffers/sherldoc." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.7 out of 10.
Our crawl found a sitemap, a readable heading structure, substantial page content. It also found the gaps that keep answer engines guessing: structured data describing the business, an llms.txt file.
The 6 signals AI reads
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
Fair
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.
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 3.7/10, Plan Zero is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why No Supervisor?
“If I can’t see you working, how do I know if you are getting anything done?” I debated adding the supervisor (the process control utility) indicated in the source project’s docker compose configuration. I suspect if sherldoc-workers container halted kamal-proxy would then restart it. I am not aware of any restart policy set for the docker containers on the server.
Is this your brand?
The exact fixes for Plan Zero
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 Plan Zero.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/planzerollc
Cite this score: Engagemii (2026). "AEO Score for Plan Zero." Retrieved from https://engagemii.com/aeo/brands/planzerollc
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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