#1,564,855 OF 1,964,528 IN MEDIA & ENTERTAINMENT
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AI Visibility Scorecard
Pancake Projects
pancakeprojects.com · Media & Entertainment
Borderline visible. AI bots can crawl Pancake Projects, 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
#1,564,855 of 1,964,528 in Media & Entertainment for AI visibility
3
AEO Visibility
iNear-invisible · 3.4/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
0
AI Adoption
iNone detected · 0/100
About Pancake Projects
from our crawl and measurement
"The personal workshop of Raymond: custom keyboards and mice, custom PCs, functional 3D prints, and macro photography, plus the files and services to get your own." That is how Pancake Projects introduces itself. When AI engines look at it, they find little to work with. It scores 3.4 out of 10.
Our crawl found structured data on the page (Person, WebSite) and a sitemap. It is missing 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
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
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 3.4/10, Pancake Projects is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Have a weird idea that needs to exist?
Custom board, featherweight mouse, a bracket nobody sells — if it fits on the bench, I'll take a look.See servicesEmail meEmail me
Is this your brand?
The exact fixes for Pancake Projects
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 Pancake Projects.
Source & Attribution
Scored by Engagemii on August 29, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/pancakeprojects
Cite this score: Engagemii (2026). "AEO Score for Pancake Projects." Retrieved from https://engagemii.com/aeo/brands/pancakeprojects
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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