AI VISIBILITY SCOREAS OF 2026-08-09 · ENGAGEMII INDEX
4.3/ 10

0.3 since Jul 2026

#153,616 OF 262,964 IN MANUFACTURING & INDUSTRIAL

SCORED BY THE SAME PIPELINE AS 54M+ COMPANIES · SIX ON-PAGE SIGNALS + OFF-PAGE AUTHORITYCHECK ANOTHER SITE →THE INDEX →

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AI Visibility Scorecard

Gear Hobs

Gear Hobs

Unclaimed

supercuttingtools.com · Manufacturing & Industrial

Borderline visible. AI bots can crawl Gear Hobs, 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 1 times

Claude

#153,616 of 262,964 in Manufacturing & Industrial for AI visibility

4

AEO Visibility

i

Borderline · 4.3/10

5

Muse Index Score

i

AI agent readiness

Basic · 5/100

0

AI Adoption

i

None detected · 0/100

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About Gear Hobs

from our crawl and measurement

"More Detail Broaches Tools Super Hobs & Broaches is leading specialists in the design and manufacture of special broach tools." That is how Gear Hobs introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.1 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.

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

Industry · Manufacturing & Industrial
Last scored · Aug 9, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

8

Clear headings and answer-style content.

Entity Clarity

4

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

3

Experience, Expertise, Authority, Trust markers.

Technical AEO

5

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

AI Discoverability

7

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

1

Inbound links from other sites.

Domain Authority

2

Established authority for your domain.

Reference Presence

0

Not in AI knowledge graphs yet.

News & Press

0

No press coverage found yet.

Community

0

No community discussion yet.

Social Mentions

0

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 4.3/10, Gear Hobs is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for Gear Hobs: 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 9, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Gear Hobs." Retrieved from https://engagemii.com/aeo/brands/supercuttingtools

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

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