AI Visibility Scorecard
DuckDecode
duckdecode.com · Manufacturing & Industrial
At 3.5/10, DuckDecode 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 E-E-A-T Signals. That is fixable, and the signals below show where to start.
AI engines read this profile 3 times
Claude
19
AI Naming Predictability
iRarely named · 19/100
Manufacturing & Industrial average 14
Top 31% of Manufacturing & Industrial
See what's behind this score →3.5
AEO Visibility
iNear-invisible · 3.5/10
Manufacturing & Industrial average 4.0
See what's behind this score →-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Manufacturing & Industrial average 2. Claim your page and Engagemii is your first.
See what's behind this score →5
Muse Index Score
iAI agent readiness
Basic · 5/100
Manufacturing & Industrial average 18
See what's behind this score →0
About DuckDecode
from our crawl and measurement
DuckDecode describes itself simply: "Instantly decode any VIN to get full vehicle specs, engine details, safety features, and manufacturing info. Powered by official NHTSA data. Free for personal use." When AI engines look at it, they find little to work with. It scores 3.5 out of 10.
Under the hood there is a sitemap and a readable heading structure, but the score is capped by what is missing: structured data describing the business, an llms.txt file.
- Company ·
- DuckDecode
- Website ·
- duckdecode.com
- Industry ·
- Manufacturing & Industrial
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 2026).)
- Last scored ·
- Nov 5, 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
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
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 3.5/10, DuckDecode is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Frequently Asked Questions
What is a VIN?
A Vehicle Identification Number (VIN) is a unique 17-character code assigned to every motor vehicle when it is manufactured. The VIN acts as a fingerprint for your vehicle — no two vehicles have the same VIN.
Is this your brand?
The exact fixes for DuckDecode
Which AI engines already crawl you
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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.
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Source & Attribution
Scored by Engagemii on November 5, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/duckdecode
Cite this score: Engagemii (2026). "AEO Score for DuckDecode." Retrieved from https://engagemii.com/aeo/brands/duckdecode
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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