AI VISIBILITY SCOREAS OF 2026-08-09 · ENGAGEMII INDEX
4.4/ 10

#1,420,155 OF 2,691,613 IN TECHNOLOGY

SCORE HISTORY BEGINS 2026-07-07

SCORED BY THE SAME PIPELINE AS 54M+ COMPANIES · SIX ON-PAGE SIGNALS + OFF-PAGE AUTHORITYCHECK ANOTHER SITE →THE INDEX →

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AI Visibility Scorecard

Thomas Talks AI: Claude Architecture, AI Agent Security, Claude Code & Production Engineering

Thomas Talks AI: Claude Architecture, AI Agent Security, Claude Code & Production Engineering

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thomasdevos.com · Technology

Borderline visible. AI bots can crawl Thomas Talks AI: Claude Architecture, AI Agent Security, Claude Code & Production Engineering, 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

#1,420,155 of 2,691,613 in Technology for AI visibility

4

AEO Visibility

i

Borderline · 4.4/10

30

Muse Index Score

i

AI agent readiness

Basic · 30/100

12

AI Adoption

i

Basic · 12/100

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About Thomas Talks AI: Claude Architecture, AI Agent Security, Claude Code & Production Engineering

from our crawl and measurement

"Thomas De Vos writes about production AI engineering: Claude architecture, secure AI agents, Claude Code, CCA-F certification, agentic coding, LLM observability, evals, AI governance." That is how Thomas Talks AI: Claude Architecture, AI Agent Security, Claude Code & Production Engineering introduces itself. When AI engines look at it, they find little to work with. It scores 4.2 out of 10.

Our crawl found structured data on the page (WebSite, Organization), a sitemap and a readable heading structure. It is missing an llms.txt file.

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).

Industry · Technology
Last scored · Aug 9, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

6

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

9

Clear headings and answer-style content.

Entity Clarity

6

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

5

Experience, Expertise, Authority, Trust markers.

Technical AEO

7

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

6

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 4.4/10, Thomas Talks AI: Claude Architecture, AI Agent Security, Claude Code & Production Engineering is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for Thomas Talks AI: Claude Architecture, AI Agent Security, Claude Code & Production Engineering: How-To

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/thomasdevos

Cite this score: Engagemii (2026). "AEO Score for Thomas Talks AI: Claude Architecture, AI Agent Security, Claude Code & Production Engineering." Retrieved from https://engagemii.com/aeo/brands/thomasdevos

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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