AI Visibility Scorecard
Jam Susana — AI Automation Engineer
wanderingtech.dev · Technology
Borderline visible. AI bots can crawl Jam Susana — AI Automation Engineer, 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
#2,265,831 of 2,705,505 in Technology for AI visibility
<1
4
AEO Visibility
iNear-invisible · 3.5/10
38
Muse Index Score
iAI agent readiness
Agent-ready · 38/100
12
AI Adoption
iBasic · 12/100
About Jam Susana — AI Automation Engineer
from our crawl and measurement
Jam Susana AI Automation Engineer is a business whose own site puts it this way: "I build n8n pipelines, RAG agents, and ETL systems that run in production. Fixed-price projects. Real results. Based in Philippines, serving clients globally." When AI engines look at it, they find little to work with. It scores 3.5 out of 10.
Our crawl found structured data on the page (Person). It is missing an llms.txt file, a sitemap 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
Fair
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 3.5/10, Jam Susana — AI Automation Engineer is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Got A Process ThatShouldn't Need A Human?
3 minutes. Tell me what's broken. I'll come to the call with a system map already built.
Is this your brand?
The exact fixes for Jam Susana — AI Automation Engineer
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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 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/wanderingtech-dev
Cite this score: Engagemii (2026). "AEO Score for Jam Susana — AI Automation Engineer." Retrieved from https://engagemii.com/aeo/brands/wanderingtech-dev
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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