AI Visibility Scorecard
etch the edges
etchtheedges.com · Media & Entertainment
At 1.55/10, etch the edges is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Entity Clarity, E-E-A-T Signals and Backlinks. That is fixable, and the signals below show where to start.
AI engines read this profile 4 times
Claude · Meta AI
Top 50% in Media & Entertainment for AI visibility
<1
AI Naming Predictability
iRarely named · <1/100
Media & Entertainment average 17
See what's behind this score →1.55
AEO Visibility
iNear-invisible · 1.55/10
Media & Entertainment average 1.4
See what's behind this score →-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Media & Entertainment average 3. Claim your page and Engagemii is your first.
See what's behind this score →25
Muse Index Score
iAI agent readiness
Basic · 25/100
Media & Entertainment average 15
See what's behind this score →0
About etch the edges
from our crawl and measurement
"Freedom is dying and liberty is only for those loyal to the establishment." That is how etch the edges introduces itself. When AI engines look at it, they find little to work with. It scores 1.55 out of 10.
On its own pages the site does well on a clear heading structure. It is passable on basic crawler access and partial sitemap and link coverage. What holds it back is structured data describing the business, a clearly stated business identity and credibility markers like credentials or reviews.
Off the page, almost no other sites link to it, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.
The site links to no social profiles, so there is nothing tying the brand to a wider presence.
- Company ·
- etch the edges
- Website ·
- etchtheedges.com
- Industry ·
- Media & Entertainment
- Location ·
- New York, NY
- 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
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
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
-
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 1.55/10, etch the edges is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Frequently Asked Questions
WHAT WILL YOU DO?
To not act, to not exercise the franchise is just about treason. Harsh yes, but necessary to make the point. As an American you must do your duty and vote. And you can’t vote as though it doesn’t matter, because it does. The Game of Thrones is not a game to be played in real life, though in truth it is the game that we have always played. Life is no game. I matter. You matter. We matter. Act like it does. Vote!
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/etchtheedges
Cite this score: Engagemii (2026). "AEO Score for etch the edges." Retrieved from https://engagemii.com/aeo/brands/etchtheedges
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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