AI visibility score
4.2/ 10Fair

#9,922 of 365,615 in Automotive

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

AI Visibility Scorecard

Mace Engineering Group

Mace Engineering Group

Unclaimed

maceengineering.com.au · Automotive

Borderline visible. AI bots can crawl Mace Engineering Group, 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 3 times

Claude

#9,922 of 365,615 in Automotive for AI visibility

30

AI Naming Predictability

i

Rarely named · 30/100

Automotive average 5

Top 2% of Automotive

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4

AEO Visibility

i

Borderline · 4.2/10

Automotive average 3.9

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-

Network Authority

i

Not connected yet

Automotive average 0.0

0 relationships · Automotive average 5

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50

Muse Index Score

i

AI agent readiness

Transactable · 50/100

Automotive average 16

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0

AI Adoption

i

None detected · 0/100

Automotive average 0

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About Mace Engineering Group

from our crawl and measurement

Mace Engineering Group works in Food & Beverage. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.6 out of 10, readable in places, missing in others.

Almost none of the machinery AI engines read is present, including structured data describing the business, an llms.txt file, a sitemap.

AI crawlers have visited the site 2 times in our tracking, so the engines are already looking.

Company ·
Mace Engineering Group
Industry ·
Automotive
Site status ·
Live (The website showed an active business site when last checked (Oct 31, 2026).)
Last scored ·
Aug 1, 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

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

Strong

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

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 read your site and name it in answers. At 4.2/10, Mace Engineering Group is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for Mace Engineering Group: How-To

How to Get Your Company Named by ChatGPT, Gemini, and Claude

When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.

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Mace Engineering Group lists 1,000+ products, 966 in stock, priced 9.00 to 1,802.00.

Show 500 of 1,000+ products

The full list of every product we captured is in the product feed (JSON).

Source & Attribution

Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/maceengineering-com-au

Cite this score: Engagemii (2026). "AEO Score for Mace Engineering Group." Retrieved from https://engagemii.com/aeo/brands/maceengineering-com-au

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

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