AI Visibility Scorecard
machine94
machine94.com · Technology
Borderline visible. AI bots can crawl machine94, 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 3 times
Claude
#1,512,435 of 2,704,179 in Technology for AI visibility
7
AI Naming Predictability
iRarely named · 7/100
Technology average 28
Top 80% of Technology
See what's behind this score →3.8
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.
See what's behind this score →0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
Technology average 17
See what's behind this score →8
About machine94
from our crawl and measurement
machine94 describes itself simply: "We design and build AI-native products for complex operations, wired in from day one, owned by you forever." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.8 out of 10.
Under the hood there is a readable heading structure and substantial page content, but the score is capped by what is missing: structured data describing the business, an llms.txt file, a sitemap.
- Company ·
- machine94
- Website ·
- machine94.com
- Industry ·
- Technology
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Jul 31, 2026
The 6 on-page 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
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
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 read your site and name it in answers. At 3.8/10, machine94 is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why Choose machine94?
Cut software costs and own your internal products — or continue to iterate until you reach your desired outcome.AI NativeBuilt with the best AI toolsWe accelerate and amplify your business by leveraging trending AI tools to speed up delivery, remove barriers and prepare you for an AI future.Async CollaborationWe move without micromanagementUpdates happen.
What's The Game Plan?
We embed ourselves into your business on day 1 and don't stop building until you're winning more jobs.01Plan & EmbedWe become part of your team on day one.We embed ourselves into your business from the jump — learning how you operate, how big your crew is, what your current bottlenecks are.
Is this your brand?
The exact fixes for machine94
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
Already have an account? Sign in
How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for machine94.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/machine94
Cite this score: Engagemii (2026). "AEO Score for machine94." Retrieved from https://engagemii.com/aeo/brands/machine94
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
Powered by Engagemii - The Answer Engine Optimization (AEO) Platform