AI Visibility Scorecard
Luke Smith — Data Engineer
lukesmith.engineer · Manufacturing & Industrial
Borderline visible. AI bots can crawl Luke Smith — Data 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 · ShapBot
#241,075 of 270,129 in Manufacturing & Industrial for AI visibility
15
4
AEO Visibility
iNear-invisible · 3.5/10
-
Network Authority
iNot connected yet
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
4
AI Adoption
iBasic · 4/100
About Luke Smith — Data Engineer
from our crawl and measurement
"Luke Smith Data Engineer I build data systems, pipelines, models, and tooling, and the physical machines they measure and predict." That is how Luke Smith Data Engineer introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.5 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
- Company ·
- Luke Smith — Data Engineer
- Website ·
- lukesmith.engineer
- Industry ·
- Manufacturing & Industrial
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 2026).)
- Last scored ·
- Aug 8, 2026
- Verified connections ·
- None yet
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
Clear headings and answer-style content.
Entity Clarity
Weak
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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
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, Luke Smith — Data Engineer is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Luke Smith — Data 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 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/lukesmith-engineer
Cite this score: Engagemii (2026). "AEO Score for Luke Smith — Data Engineer." Retrieved from https://engagemii.com/aeo/brands/lukesmith-engineer
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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