AI visibility score
3.5/ 10Weak

#2,265,832 of 2,705,505 in Technology

As of 2026-10-08 · Engagemii indexCheck another site →Live terminal →

AI Visibility Scorecard

irreformable.com

irreformable.com

Unclaimed

irreformable.com · Technology

Borderline visible. AI bots can crawl irreformable.com, 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

#2,265,832 of 2,705,505 in Technology for AI visibility

<1

AI Naming Predictability

i

Rarely named · <1/100

Top 91% of Technology

4

AEO Visibility

i

Near-invisible · 3.5/10

0

Muse Index Score

i

AI agent readiness

Not agent-ready · 0/100

0

AI Adoption

i

None detected · 0/100

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About irreformable.com

from our crawl and measurement

Programming Excel y CATIA V5 is a business whose own site puts it this way: "Through this website we'll help you making automations in different programs with few commands without advanced computer skills." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.5 out of 10.

Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.

Industry · Technology
Last scored · Oct 8, 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

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

Good

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

Weak

No inbound links found yet.

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 3.5/10, irreformable.com is crawlable but under-signaled - fixable, and the signals above are where to start.

Frequently Asked Questions

How do I record a macro?

1) Press "Record Macro" button found in the "Developer" tab. 2) A dialog box will appear in which: a. The name that we give to the macro. Mandatory. b. A set of keys to execute. Optional. c. Where you want to save, in the same book, or another common one is called "Personal Macro Workbook". Mandatory. d. A description of what it does. Optional. 3) Click "OK" and start with the actions we want to pass to code.

How do I run a previously saved macro?

The saved macros can be executed in two ways: 1) With the set of keys associated with it if they have been previously defined.

How do I delete a previously saved macro?

To delete a previously saved macro, click the macro button (or Alt F8) in the "Developer" tab and press "Delete".

How is a macro recorded?

1) Press the "Macro Recording" button found in "Tools", "Macros": 2) A dialog box appears in which it asks you in what library you are going to save, the type and module where it will go. The best thing is to use catscript (then you can easily switch to the Editor by copying and pasting, quietly). 3) Press "Start" and start with the actions that we want to pass to code.

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Picked for irreformable.com: 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 October 8, 2026. Methodology: engagemii.com/aeo/methodology

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

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

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

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