AI Visibility Scorecard
Makeup and the Machine
makeupandthemachine.com · Beauty & Personal Care
At 2.98/10, Makeup and the Machine is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Structured Data, E-E-A-T Signals and Domain Trust. That is fixable, and the signals below show where to start.
AI engines read this profile 10 times
Claude · Meta AI · Parallel
Top 10% in Beauty & Personal Care for AI visibility
30
AI Naming Predictability
iRarely named · 30/100
Beauty & Personal Care average 9
Top 6% of Beauty & Personal Care
See what's behind this score →2.98
AEO Visibility
iNear-invisible · 2.98/10
Beauty & Personal Care average 2.2
See what's behind this score →-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Beauty & Personal Care average 3. 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
Beauty & Personal Care average 20
See what's behind this score →0
About Makeup and the Machine
from our crawl and measurement
"Makeup and the Machine, a place for makeup, skincare, and technology." That is how Makeup and the Machine introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 2.98 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.
AI crawlers have read this profile 10 times in our tracking, including ClaudeBot (Anthropic), Meta AI and ShapBot (Parallel).
- Company ·
- Makeup and the Machine
- Website ·
- makeupandthemachine.com
- Industry ·
- Beauty & Personal Care
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Nov 9, 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
Fair
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
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 2.98/10, Makeup and the Machine is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
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 November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/makeupandthemachine
Cite this score: Engagemii (2026). "AEO Score for Makeup and the Machine." Retrieved from https://engagemii.com/aeo/brands/makeupandthemachine
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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