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AI Visibility Scorecard

Machina โ€” @EXM7777

Machina โ€” @EXM7777

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โš  Identity mismatch

exm7777.com ยท Nonprofits

At 1.8/10, Machina โ€” @EXM7777 is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.

Monitoring for AI engine activity

In the Engagemii AEO index

#752,295 of 764,039 in Nonprofits for AI visibility

1.8

/10

AEO Score

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About Machina โ€” @EXM7777

from our crawl and measurement

Machina @EXM7777 is a business whose own site puts it this way: "Machina. 97K+ followers on X. AI content, paid partnerships, and the Real-Time AI Ops community." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.0 out of 10, readable in places and missing in others.

The site is missing structured data describing the business, an llms.txt file and a sitemap.

Industry ยท Nonprofits
Last scored ยท Aug 10, 2026

The 6 signals AI reads

Higher is better ยท 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

2

Clear headings and answer-style content.

Entity Clarity

3

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

0

Experience, Expertise, Authority, Trust markers.

Technical AEO

2

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

AI Discoverability

4

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 1.8/10, Machina โ€” @EXM7777 is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for Machina โ€” @EXM7777

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Weekly ChatGPT & Claude citation tracking

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Picked for Machina โ€” @EXM7777: AEO & AI Search

Why your brand doesn't show up in ChatGPT answers (and how to fix it)

ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.

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Source & Attribution

Scored by Engagemii on August 10, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/exm7777

Cite this score: Engagemii (2026). "AEO Score for Machina โ€” @EXM7777." Retrieved from https://engagemii.com/aeo/brands/exm7777

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

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