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AI Visibility Scorecard

Tech Tool

Tech Tool

Unclaimed

boronfree.com · Manufacturing & Industrial

Borderline visible. AI bots can crawl Tech Tool, 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

#130,225 of 246,856 in Manufacturing & Industrial for AI visibility

5

AEO Visibility

i

Borderline · 4.5/10

35

Muse Index Score

i

AI agent readiness

Agent-ready · 35/100

0

AI Adoption

i

None detected · 0/100

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About Tech Tool

from our crawl and measurement

"Learn how Oemeta fluid families differ, what application details matter, and how Tech Tool supports product selection, SDS requests, trials, and sourcing." That is how Why Oemeta Coolants? Applications & Product Families Tech Tool of Uniontown, OH introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.5 out of 10.

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

Industry · Manufacturing & Industrial
Last scored · Sep 16, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

6

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

9

Clear headings and answer-style content.

Entity Clarity

10

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

4

Experience, Expertise, Authority, Trust markers.

Technical AEO

6

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

0

Little domain authority yet.

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 4.5/10, Tech Tool is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for Tech Tool: 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 September 16, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Tech Tool." Retrieved from https://engagemii.com/aeo/brands/boronfree

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

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