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AI Visibility Scorecard

Steph Ridnell

Steph Ridnell

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stephridnell.com · Technology

At 2.6/10, Steph Ridnell is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.

Monitoring for AI engine activity

In the Engagemii AEO index

#2,544,256 of 2,708,729 in Technology for AI visibility

2.6

/10

AEO Score

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About Steph Ridnell

from our crawl and measurement

"I work across the stack but I get real satisfaction in the back-end: designing architecture and solving problems that don't have an obvious answer." That is how Steph Ridnell introduces itself. To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.6 out of 10.

The site is missing structured data describing the business, an llms.txt file and a sitemap.

Industry · Technology
Last scored · Aug 9, 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

1

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

4

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

AI Discoverability

4

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

0

No inbound links found yet.

Domain Trust

1

Established authority for your domain.

Entity Presence

0

Not in AI knowledge graphs yet.

News Mentions

0

No press coverage found yet.

Community

0

No community discussion yet.

Reddit

0

No Reddit mentions 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 2.6/10, Steph Ridnell is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for Steph Ridnell

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Steph Ridnell: Tech & Electronics

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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/stephridnell

Cite this score: Engagemii (2026). "AEO Score for Steph Ridnell." Retrieved from https://engagemii.com/aeo/brands/stephridnell

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

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