AI visibility score
4.0/ 10Fair

#1,299,541 of 2,705,505 in Technology

As of 2026-08-01 · Engagemii indexCheck another site →Live terminal →

AI Visibility Scorecard

Engineering Support, On Demand

Engineering Support, On Demand

Unclaimed

subco-engineering.com · Technology

Borderline visible. AI bots can crawl Engineering Support, On Demand, 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

#1,299,541 of 2,705,505 in Technology for AI visibility

<1

AI Naming Predictability

i

Rarely named · <1/100

Top 49% of Technology

4

AEO Visibility

i

Borderline · 4/10

30

Muse Index Score

i

AI agent readiness

Basic · 30/100

0

AI Adoption

i

None detected · 0/100

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About Engineering Support, On Demand

from our crawl and measurement

"Subco Engineering is a multidisciplinary engineering consultancy providing on-demand, fixed-price engineering services across offshore renewables, oil and gas, marine and subsea, and ports." That is how Engineering Support, On Demand of Blyth, Northumberland introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.

On the page itself the strengths are clear: a clear heading structure, a clearly stated business identity, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on some structured data. What holds it back is credibility markers like credentials or reviews.

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.

The site links to no social profiles, so there is nothing tying the brand to a wider presence.

Industry · Technology
Last scored · Aug 1, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Good

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Strong

Clear headings and answer-style content.

Entity Clarity

Strong

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

Strong

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 4/10, Engineering Support, On Demand is crawlable but under-signaled - fixable, and the signals above are where to start.

Frequently Asked Questions

How does the fixed-price model work?

Every project is scoped upfront with clear deliverables and a fixed price — no open-ended day rates or surprise invoices. You know exactly what you're getting and what it costs before work begins.

How quickly can you mobilise engineers?

We can scope and assign work within hours. Our platform matches tasks to available engineers by discipline and experience, so there's no lengthy recruitment or onboarding process.

What engineering disciplines do you cover?

We provide structural, mechanical, hydraulic, electrical, piping, control, and naval architecture services — plus FEED studies, technical documentation, and decommissioning engineering. If it's a recognised engineering discipline, we can likely help and most of our Engineers are chartered with the IMechE.

Can I change the scope mid-project?

Yes — scope changes are handled through our platform with minimal disruption. You only pay for completed work, and any additions are scoped and priced transparently before they start.

What design standards and class societies do you work with?

As a design consultancy specialising in onshore and offshore equipment design, the breadth of our exposure and specialisms to different class societies is pretty large. We work with DNV, Lloyds, Eurocode, ISO, BV, ABS and many more.

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Picked for Engineering Support, On Demand: 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 1, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/subco-engineering

Cite this score: Engagemii (2026). "AEO Score for Engineering Support, On Demand." Retrieved from https://engagemii.com/aeo/brands/subco-engineering

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

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