AI Visibility Scorecard
Brass Frog
brassfrog.net · Technology
AI engines read this profile 6 times
ChatGPT · Claude · Meta AI
74
AI Naming Predictability
iNamed occasionally · 74/100
Technology average 28
Top 5% of Technology
See what's behind this score →?
-
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 →25
Muse Index Score
iAI agent readiness
Basic · 25/100
Technology average 17
See what's behind this score →6
About Brass Frog
from our crawl and measurement
"Brass Frog Diesel & Gears in the Æther Home Coming Soon Posted on 2024-03-24 17:29 This post is just to hold down the fort until we get this up and running." That is how Brass Frog introduces itself. As far as answer engines are concerned it may as well not exist yet: 2.5 out of 10.
The site gets some of it right: it has structured data on the page (WebPage), a sitemap, a readable heading structure. What holds it back is what is absent, including an llms.txt file.
- Company ·
- Brass Frog
- Website ·
- brassfrog.net
- Industry ·
- Technology
- Site status ·
- Not verified
- Last scored ·
- Jul 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
Weak
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
-
Not yet measured.
Domain Authority
-
Not yet measured.
Reference Presence
-
Not yet measured.
News & Press
-
Not yet measured.
Community
-
Not yet measured.
Social Mentions
-
Not yet measured.
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.
What is AEO? The beginner's guide to Answer Engine Optimization
ChatGPT is now one of the places people start a search. Google's AI Overviews are showing up on millions of searches. Claude is running research for entire teams. The question isn't whether AI will shape how people find information. It already has.
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Source & Attribution
Scored by Engagemii on July 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/brassfrog-net
Cite this score: Engagemii (2026). "AEO Score for Brass Frog." Retrieved from https://engagemii.com/aeo/brands/brassfrog-net
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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