just-sofas.com redirects to ewanwills.co.uk. This page describes the site that domain now serves; the primary profile lives at ewanwills.co.uk.
AI visibility score
4.5/ 10Fair

#1,544,650 of 2,707,521 in Technology

As of 2026-10-05 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

Ewan Wills — Product Development Studio

Ewan Wills — Product Development Studio

Unclaimed

just-sofas.com · Technology

Borderline visible. AI bots can crawl Ewan Wills — Product Development Studio, 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

#1,544,650 of 2,707,521 in Technology for AI visibility

5

AEO Visibility

i

Borderline · 4.5/10

45

Muse Index Score

i

AI agent readiness

Agent-ready · 45/100

4

AI Adoption

i

Basic · 4/100

Share

About Ewan Wills — Product Development Studio

from our crawl and measurement

Ewan Wills Product Design & Product Development UK, based in Edinburgh, describes itself simply: "Product design and product development, UK, robotics, mechatronics, design for manufacture." When AI engines look at it, they find little to work with. It scores 4.5 out of 10.

Our crawl found structured data on the page (WebSite, WebPage, Person) and a readable heading structure. It is missing an llms.txt file and a sitemap.

Industry · Technology
Last scored · Oct 5, 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

Fair

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

Fair

Experience, Expertise, Authority, Trust markers.

Technical AEO

Good

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

AI Discoverability

Strong

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 4.5/10, Ewan Wills — Product Development Studio is crawlable but under-signaled - fixable, and the signals above are where to start.

Frequently Asked Questions

What does Ewan Wills do?

Ewan runs a one-person product development studio. Most engagements run in four phases: discover (the problem and the constraints), prototype (fast first-principles builds to de-risk the concept), refine (tolerance analysis, design for manufacture, iteration against real testing) and deliver (drawings, bills of materials and a supplier-ready package).

What disciplines does the studio cover?

Mechanical CAD, design for manufacture, machining, tolerance analysis. Electronics Custom PCBs, firmware, low-power and miniaturised design. Robotics Motion systems, gantries, controls, mechatronics integration. Product Prototype to market, supplier handoff, manufacturing packages.

What other projects has Ewan Wills built?

Past work covers client engagements, personal products and university coursework. A selection: EWrapper, a motorised device that rolls used combat-sports hand wraps back into a tight cylinder in about a minute. £29 (currently out of stock). Custom mouthguard cases, 3D printed in two colours so two otherwise-identical mouthguards can be told apart. £24, ships from the UK. Bulk and gym-branded orders available.

Who is Ewan Wills?

Ewan Wills is a product developer with a background in robotics engineering, based in the United Kingdom. It is a one-person studio, so there is no account-management layer: the engineer doing the work is the person you email. Clients arrive at one of two stages. Early-stage founders who need a concept proven before they raise capital, or startups with a working prototype that has to become a manufacturable product.

Is this your brand?

✓

The exact fixes for Ewan Wills — Product Development Studio

✓

Which AI engines already crawl you

✓

Free AI bot monitoring: see every AI crawler that visits you

Already have an account? Sign in

Picked for Ewan Wills — Product Development Studio: 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.

Continue reading in your free Engagemii portal

Free signup unlocks the full article plus your personalized AEO fix list for Ewan Wills — Product Development Studio.

Source & Attribution

Scored by Engagemii on October 5, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/just-sofas

Cite this score: Engagemii (2026). "AEO Score for Ewan Wills — Product Development Studio." Retrieved from https://engagemii.com/aeo/brands/just-sofas

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

Powered by Engagemii - The Answer Engine Optimization (AEO) Platform