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AI Visibility Scorecard

Derek Witten's Portfolio

Derek Witten's Portfolio

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derekwitten.com · Finance & Insurance

Borderline visible. AI bots can crawl Derek Witten's Portfolio, 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.

Monitoring for AI engine activity

In the Engagemii AEO index

#636,193 of 777,080 in Finance & Insurance for AI visibility

3

AEO Visibility

i

Near-invisible · 3.1/10

10

Muse Index Score

i

AI agent readiness

Basic · 10/100

0

AI Adoption

i

None detected · 0/100

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About Derek Witten's Portfolio

from our crawl and measurement

"My book project, The Sign of Labour: Craft, Symbol, and Theology in Late Medieval England, studies the sudden blooming of labourers into complex religious symbols in the century following." That is how Derek Witten's Portfolio introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.1 out of 10.

Our crawl found an llms.txt file for AI models and a sitemap. It is missing structured data describing the business and a heading structure that lays out what it offers.

Industry · Finance & Insurance
Last scored · Sep 19, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

6

Clear headings and answer-style content.

Entity Clarity

2

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

0

Experience, Expertise, Authority, Trust markers.

Technical AEO

9

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

AI Discoverability

3

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 3.1/10, Derek Witten's Portfolio is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for Derek Witten's Portfolio: 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 September 19, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/derekwitten

Cite this score: Engagemii (2026). "AEO Score for Derek Witten's Portfolio." Retrieved from https://engagemii.com/aeo/brands/derekwitten

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

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