AI Visibility Scorecard
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
4
AEO Visibility
iNear-invisible · 3.5/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
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.
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.
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.
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.
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.
Is this your brand?
The exact fixes for irreformable.com
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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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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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