AI visibility score
3.4/ 10Weak

▼ 0.6 since Jul 2026

#2,158,372 of 2,705,353 in Technology

As of 2026-08-08 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

Stephen Viles: start delivering, keep delivering

Stephen Viles: start delivering, keep delivering

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stephenviles.com · Technology

Borderline visible. AI bots can crawl Stephen Viles: start delivering, keep delivering, 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

#2,158,372 of 2,705,353 in Technology for AI visibility

3

AEO Visibility

i

Near-invisible · 3.4/10

0

Muse Index Score

i

AI agent readiness

Not agent-ready · 0/100

0

AI Adoption

i

None detected · 0/100

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About Stephen Viles: start delivering, keep delivering

from our crawl and measurement

Stephen Viles: start delivering, keep delivering is a business whose own site puts it this way: "I’m a software developer based in Christchurch, New Zealand, using agile development processes and open source frameworks to start delivering and keep delivering." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.4 out of 10.

On the page itself the strengths are clear: a clear heading structure and sitemaps and entity links AI can follow. What holds it back is a clearly stated business identity, structured data describing the business, credibility markers like credentials or reviews and the technical files AI engines look for, such as llms.txt or an open robots.txt.

Off the page there is only faint evidence that the domain is only lightly established. Beyond that, almost no other sites link to it, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.

Industry · Technology
Last scored · Aug 8, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Weak

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Strong

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

Weak

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

AI Discoverability

Good

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 3.4/10, Stephen Viles: start delivering, keep delivering is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for Stephen Viles: start delivering, keep delivering: 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 8, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Stephen Viles: start delivering, keep delivering." Retrieved from https://engagemii.com/aeo/brands/stephenviles

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

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