AI Visibility Scorecard
Plumbnote
plumbnote.com · Technology
Somewhat visible. AI bots can read Plumbnote, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude
#464,270 of 2,705,353 in Technology for AI visibility
5
AEO Visibility
iBorderline · 5.4/10
45
Muse Index Score
iAI agent readiness
Agent-ready · 45/100
8
AI Adoption
iBasic · 8/100
About Plumbnote
from our crawl and measurement
"Plumbnote is an online-first creative studio building websites, social content, brand design, and the AI automations that run them, for companies that refuse to look like...." That is how Plumbnote introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.4 out of 10, readable in places and missing in others.
Almost none of the machinery AI engines read is present, including structured data describing the business, an llms.txt file, a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
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 5.4/10, Plumbnote has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Got something worth building?
Book a callTell us what you’re working on. We reply to every serious inquiry within a day. · [email protected][note]We find the true line of your brand — then make it resonate.plumbnote.com · @plumbnoteThe occasional note — new work, ideas, no spam.Company URLSubscribeStudioWorkServicesPricingBlogStudioFree auditStudio vs [email protected] a callContact© 2024 Plumbnote.
Is this your brand?
The exact fixes for Plumbnote
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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.
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/plumbnote
Cite this score: Engagemii (2026). "AEO Score for Plumbnote." Retrieved from https://engagemii.com/aeo/brands/plumbnote
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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