AI VISIBILITY SCOREAS OF 2026-09-03 · ENGAGEMII INDEX
4.0/ 10

#1,784,765 OF 2,698,066 IN TECHNOLOGY

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

Ciara Anderson, PhD

Ciara Anderson, PhD

Unclaimed

coding-linguist.com · Technology

Borderline visible. AI bots can crawl Ciara Anderson, PhD, 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

#1,784,765 of 2,698,066 in Technology for AI visibility

4

AEO Visibility

i

Borderline · 4/10

5

Muse Index Score

i

AI agent readiness

Basic · 5/100

2

AI Adoption

i

Basic · 2/100

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About Ciara Anderson, PhD

from our crawl and measurement

Ciara Anderson, PhD works in Technology. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.8 out of 10.

Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.

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

Industry · Technology
Last scored · Sep 3, 2026

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

1

Experience, Expertise, Authority, Trust markers.

Technical AEO

6

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, Ciara Anderson, PhD is crawlable but under-signaled - fixable, and the signals above are where to start.

Frequently Asked Questions

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What is SSML?

You’ve probably heard of HTML but possibly not SSML. Where HTML is used to describe the structure of a web page, SSML (Speech Synthesis Markup Language) is an XML based markup language used in speech synthesis applications. It controls aspects of synthesized speech such as pronunciation, emphasis, pitch and rate.

What is npm?

npm (Node Package Manager) is on online repository used by Node.js developers. It contains multitudes of libraries of pre-packaged code that are used by millions of people across various applications. Much of it is free and open-source. Usually you will use an npm package for something that is not unique to your app, meaning – there’s no need to reinvent the wheel.

What is Node.js?

Since I’m refreshing (I’ve done a little before) and learning new material in Node, I thought I’d make a few posts covering the basics. For anyone interested, I’m finding Andrew Mead’s Complete Node.js Developer on Udemy very helpful so far!

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Picked for Ciara Anderson, PhD: 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 3, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/coding-linguist

Cite this score: Engagemii (2026). "AEO Score for Ciara Anderson, PhD." Retrieved from https://engagemii.com/aeo/brands/coding-linguist

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

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