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AI Visibility Scorecard
Pinwheel Productions, Inc
claude-code-field-guide.com · Other
Borderline visible. AI bots can crawl Pinwheel Productions, Inc, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
4
AEO Visibility
iNear-invisible · 3.9/10
35
Muse Index Score
iAI agent readiness
Basic · 35/100
4
AI Adoption
iBasic · 4/100
About Pinwheel Productions, Inc
from our crawl and measurement
Claude Code: A Field Guide You don't have to know how to code is a business whose own site puts it this way: "A non-coder's on-ramp to Anthropic's Claude Code. What it actually is, a guided first project, how to brief it, the website playbook, GitHub in plain English, and the habits that keep you." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.9 out of 10.
Our crawl found structured data on the page (LearningResource, BreadcrumbList), an llms.txt file for AI models and a sitemap. It is missing a heading structure that lays out what it offers.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 3.9/10, Pinwheel Productions, Inc is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Pinwheel Productions, Inc
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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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Pinwheel Productions, Inc.
Source & Attribution
Scored by Engagemii on September 22, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/claude-code-field-guide
Cite this score: Engagemii (2026). "AEO Score for Pinwheel Productions, Inc." Retrieved from https://engagemii.com/aeo/brands/claude-code-field-guide
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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