AI Visibility Scorecard
Duck Vibecoding
duckvibecoding.com · Other
At 1.15/10, Duck Vibecoding 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, Entity Clarity and Backlinks. That is fixable, and the signals below show where to start.
AI engines read this profile 1 times
Claude
7
AI Naming Predictability
iRarely named · 7/100
Average 15
Top 82% of Other
See what's behind this score →1.15
-
Network Authority
iNot connected yet
0 relationships on record. Businesses average 3. Claim your page and Engagemii is your first.
See what's behind this score →0
0
About Duck Vibecoding
from our crawl and measurement
"Duck Vibecoding is the copy-and-paste memecoin. Fixed-supply BEP-20 token on BNB Chain: zero tax, no mint function, no owner. The joke is vibecoding, the contract was actually tested." That is how Duck Vibecoding introduces itself. When AI engines look at it, they find little to work with. It scores 1.15 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 once in our tracking, including ClaudeBot (Anthropic).
- Company ·
- Duck Vibecoding
- Website ·
- duckvibecoding.com
- Industry ·
- Other
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 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
Strong
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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
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 1.15/10, Duck Vibecoding is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Frequently Asked Questions
WHO IS BEHIND IT?
Two people, under pseudonyms — standard in crypto. What protects you is not a real name; it is the unique @ handle being published here. Rule with no exceptions Nobody from the team will message you privately first. Any profile that starts a private conversation with you is fake — even if it uses these names and these images, which anyone can copy. We never ask for approve, seed phrase or private key. TOKENOMICS
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/duckvibecoding
Cite this score: Engagemii (2026). "AEO Score for Duck Vibecoding." Retrieved from https://engagemii.com/aeo/brands/duckvibecoding
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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