AI Visibility Scorecard
NPR NOTES — Commentary by former mayor Rob Marlowe
robmarlowe.com · Education
Borderline visible. AI bots can crawl NPR NOTES — Commentary by former mayor Rob Marlowe, 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 2 times
Claude
#842,250 of 937,617 in Education for AI visibility
<1
4
AEO Visibility
iNear-invisible · 3.5/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About NPR NOTES — Commentary by former mayor Rob Marlowe
from our crawl and measurement
NPR NOTES Commentary by former mayor Rob Marlowe is a business whose own site puts it this way: "NPR NOTESCommentary by former mayor Rob Marlowe Home About Rob Marlowe Get NPR Notes By Email We Paved Paradise Posted on July 28, 2026 Written by Rob Marlowe Leave a Comment I took one of." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.5 out of 10.
Our crawl found a sitemap. It is missing structured data describing the business, an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
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 3.5/10, NPR NOTES — Commentary by former mayor Rob Marlowe is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for NPR NOTES — Commentary by former mayor Rob Marlowe
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Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/robmarlowe
Cite this score: Engagemii (2026). "AEO Score for NPR NOTES — Commentary by former mayor Rob Marlowe." Retrieved from https://engagemii.com/aeo/brands/robmarlowe
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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