AI visibility score
4.6/ 10Fair

▲ 1.6 since Jun 2026

#137,117 of 267,815 in Manufacturing & Industrial

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

AI Visibility Scorecard

Feisty Tech

Feisty Tech

Unclaimed

feistytech.com · Manufacturing & Industrial

Borderline visible. AI bots can crawl Feisty Tech, 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 8 times

Claude · Meta AI · Apple Intelligence · Perplexity

#137,117 of 267,815 in Manufacturing & Industrial for AI visibility

5

AEO Visibility

i

Borderline · 4.6/10

5

Muse Index Score

i

AI agent readiness

Basic · 5/100

0

AI Adoption

i

None detected · 0/100

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About Feisty Tech

from our crawl and measurement

Feisty Tech is a business whose own site puts it this way: "One often-overlooked yet highly effective strategy is the acquisition of used industrial machinery." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.6 out of 10.

On the page it is passable on basic crawler access. What holds it back is structured data describing the business, a heading structure that lays out what it offers, sitemaps and entity links AI can follow, a clearly stated business identity and credibility markers like credentials or reviews.

Away from its own site, 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. Those are earned elsewhere on the web, not fixed on the site itself.

AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic). The site links to no social profiles, so there is nothing tying the brand to a wider presence. The business dates to 2015.

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

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Weak

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Weak

Clear headings and answer-style content.

Entity Clarity

Weak

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

Fair

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 4.6/10, Feisty Tech is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for Feisty Tech: 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 July 31, 2026. Methodology: engagemii.com/aeo/methodology

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

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

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

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