AI visibility score
5.4/ 10Fair

▼ 0.6 since Jun 2026

#50,740 of 267,381 in Manufacturing & Industrial

As of 2026-07-31 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

engineering-design

engineering-design

Unclaimed

edcisolutions.com · Manufacturing & Industrial

Somewhat visible. AI bots can read engineering-design, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 5 times

Meta AI · Claude · Apple Intelligence

#50,740 of 267,381 in Manufacturing & Industrial for AI visibility

5

AEO Visibility

i

Borderline · 5.4/10

35

Muse Index Score

i

AI agent readiness

Basic · 35/100

0

AI Adoption

i

None detected · 0/100

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About engineering-design

from our crawl and measurement

engineering-design is a Lincoln Park, NJ business whose own site puts it this way: "NYC area engineering services company providing Automated Test Equipment & Product Design. Machining, welding, wiring, pcba, hydraulic and robotics." Its AI visibility score is 5.4 out of 10: the engines can find it, but they do not have much to hold on to.

On its own pages the site does well on a clearly stated business identity and crawler access and the files AI engines look for. It is passable on some structured data and partial sitemap and link coverage. What holds it back is a heading structure that lays out what it offers and credibility markers like credentials or reviews.

Off the page, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, 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. None of that can be fixed on the page: it has to be earned.

The site links to no social profiles, so there is nothing tying the brand to a wider presence. The business dates to 1998.

Industry · Manufacturing & Industrial
Last scored · Jul 31, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Good

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Fair

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

Fair

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

Strong

Inbound links from other sites.

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 5.4/10, engineering-design has a working base to build on - fixable, and the signals above are where to start.

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Picked for engineering-design: How-To

How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide

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Source & Attribution

Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for engineering-design." Retrieved from https://engagemii.com/aeo/brands/edcisolutions

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

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