AI visibility score
2.11/ 10Near-invisible
As of 2026-11-08 · Engagemii indexCheck another site →Live terminal →

AI Visibility Scorecard

CON4TOOLS GmbH

CON4TOOLS GmbH

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con4tools.com · Professional Services

At 2.11/10, CON4TOOLS GmbH is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Structured Data, E-E-A-T Signals and Backlinks. That is fixable, and the signals below show where to start.

AI engines read this profile 4 times

Claude

7

AI Naming Predictability

i

Rarely named · 7/100

Professional Services average 8

Top 41% of Professional Services

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2.11

AEO Visibility

i

Near-invisible · 2.11/10

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-

Network Authority

i

Not connected yet

0 relationships on record. Businesses in Professional Services average 1. Claim your page and Engagemii is your first.

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5

Muse Index Score

i

AI agent readiness

Basic · 5/100

Professional Services average 18

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0

AI Adoption

i

None detected · 0/100

Professional Services average 1

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About CON4TOOLS GmbH

from our crawl and measurement

"Der Schwerpunkt liegt dabei auf technischen Lösungen für die Montage und den Austausch von Teilen am Fahrzeug." That is how CON4TOOLS GmbH introduces itself. When AI engines look at it, they find little to work with. It scores 2.11 out of 10.

The site gets some of it right: it has a sitemap, a readable heading structure. What holds it back is what is absent, including structured data describing the business, an llms.txt file.

Our monitoring has logged one AI crawler visit here: the engines come, the question is what they find.

Company ·
CON4TOOLS GmbH
Website ·
con4tools.com
Industry ·
Professional Services
Site status ·
Live (The website showed an active business site when last checked (Aug 26, 2026).)
Last scored ·
Nov 8, 2026

The 6 on-page signals AI reads

Strong · Good · Fair · Weak

Structured Data

Weak

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Fair

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

Weak

Experience, Expertise, Authority, Trust markers.

Technical AEO

Good

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

AI Discoverability

Fair

Sitemaps and entity links AI can follow.

The 6 off-page signals AI reads

How the web signals your brand to AI

Backlinks

Weak

No inbound links found yet.

Domain Authority

Weak

Little domain authority yet.

Reference Presence

-

Not yet measured.

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 2.11/10, CON4TOOLS GmbH is near-invisible to AI engines today. That is fixable, and the signals above are where to start.

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Picked for CON4TOOLS GmbH: AEO & AI Search

Why your brand doesn't show up in ChatGPT answers (and how to fix it)

ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.

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Source & Attribution

Scored by Engagemii on November 8, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/con4tools

Cite this score: Engagemii (2026). "AEO Score for CON4TOOLS GmbH." Retrieved from https://engagemii.com/aeo/brands/con4tools

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

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