▼ 1.0 since Jul 2026
#1,785,857 OF 2,699,841 IN TECHNOLOGY
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AI Visibility Scorecard
Freelance AI Engineer — LLMs & Datasets
patrickfleith.com · Technology
Borderline visible. AI bots can crawl Freelance AI Engineer — LLMs & Datasets, 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
#1,785,857 of 2,699,841 in Technology for AI visibility
4
AEO Visibility
iBorderline · 4/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
12
AI Adoption
iBasic · 12/100
About Freelance AI Engineer — LLMs & Datasets
from our crawl and measurement
Freelance AI Engineer LLMs & Datasets is a business whose own site puts it this way: "On-demand LLM engineering for AI R&D, prototyping, and domain-specific datasets, flexible monthly engagement with guarantees." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.8 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
2
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 4/10, Freelance AI Engineer — LLMs & Datasets is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Is this for you?
Not if you… Require in-office presence ↳ I am already working remotely since 2020. Expect constant and real-time availability ↳ I work asynchronously and batch communications to stay focus. Want to choose my development tools and setup ↳ Sticking with my usual toolset compounds for speed and quality. Prioritize process over impact ↳ I value more impact and experiments, than rigid processes.
Is this your brand?
The exact fixes for Freelance AI Engineer — LLMs & Datasets
Which AI engines already crawl you
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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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/patrickfleith
Cite this score: Engagemii (2026). "AEO Score for Freelance AI Engineer — LLMs & Datasets." Retrieved from https://engagemii.com/aeo/brands/patrickfleith
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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