AI Visibility Scorecard
Alvin Manzano
arjmanz.dev · Technology
Borderline visible. AI bots can crawl Alvin Manzano, 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
#1,919,482 of 2,705,025 in Technology for AI visibility
4
AEO Visibility
iNear-invisible · 3.9/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Alvin Manzano
from arjmanz.dev
A competent solutions architect, developer and team leader with more than 18 years of experience in developing software solutions. Proficient in Microsoft development platform such as .NET, C#, Entity
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
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
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 3.9/10, Alvin Manzano is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
How can I help?
About Me Developer Team Lead | Willis Towers Watson Champions process improvements and stays abreast of emerging software best practices. Lead the development of tools that the business use to accomplish work efficiently and effectively. Architected / developed a Dashboard web app to study employees' work hours.
Is this your brand?
The exact fixes for Alvin Manzano
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.
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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/arjmanz-dev
Cite this score: Engagemii (2026). "AEO Score for Alvin Manzano." Retrieved from https://engagemii.com/aeo/brands/arjmanz-dev
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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