AI Visibility Scorecard
Pibiduma Project - Pibiduma
projectby22.com · Education
Somewhat visible. AI bots can read Pibiduma Project - Pibiduma, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
Claude · Apple Intelligence
#312,515 of 937,451 in Education for AI visibility
0
AI Naming Predictability
iRarely named · 0/100
More likely to be named than 42% of Education companies
5
AEO Visibility
iBorderline · 5.1/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
0
AI Adoption
iNone detected · 0/100
About Pibiduma Project - Pibiduma
from our crawl and measurement
Pibiduma Project is a business whose own site puts it this way: "Empowering Communities, Inspiring Change The 'Pibiduma' project aims to transform the school by repairing and painting the buildings, creating educational art, and donating...." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.1 out of 10, readable in places and missing in others.
On the page, the fundamentals are in place: structured data on the page (BreadcrumbList, Organization, WebPage), an llms.txt file for AI models, a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
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
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 5.1/10, Pibiduma Project - Pibiduma has a working base to build on - fixable, and the signals above are where to start.
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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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/projectby22
Cite this score: Engagemii (2026). "AEO Score for Pibiduma Project - Pibiduma." Retrieved from https://engagemii.com/aeo/brands/projectby22
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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