AI Visibility Scorecard
استوديو أشغال عامّة · Public Works Studio
publicworksstudio.com · Government & Public Sector
Borderline visible. AI bots can crawl استوديو أشغال عامّة · Public Works Studio, 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 7 times
Meta AI · Claude · Perplexity · ShapBot
#3,468 of 124,282 in Government & Public Sector for AI visibility
<1
5
AEO Visibility
iBorderline · 4.7/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About استوديو أشغال عامّة · Public Works Studio
from our crawl and measurement
"مؤسسة للأبحاث والمناصرة متعدّدة التخصّصات، تشمل مهندسات ومصممين وباحثات وحقوقيين منخرطون نقديّاً وإبداعيّاً في قضايا العمران والعدالة المكانية في لبنان، مع تركيز خاص على الحقوق البيئية." That is how استوديو أشغال عامّة · Public Works Studio introduces itself. When AI engines look at it, they find little to work with. It scores 4.7 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
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
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
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 4.7/10, استوديو أشغال عامّة · Public Works Studio is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for استوديو أشغال عامّة · Public Works Studio
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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 August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/publicworksstudio
Cite this score: Engagemii (2026). "AEO Score for استوديو أشغال عامّة · Public Works Studio." Retrieved from https://engagemii.com/aeo/brands/publicworksstudio
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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