AI Visibility Scorecard
Free CAGE Code Lookup
cagecodelookup.com · Manufacturing & Industrial
At 1.9/10, Free CAGE Code Lookup is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Backlinks, Domain Authority and Reference Presence. That is fixable, and the signals below show where to start.
AI engines read this profile 2 times
Claude · Parallel
7
AI Naming Predictability
iRarely named · 7/100
Manufacturing & Industrial average 14
Top 66% of Manufacturing & Industrial
See what's behind this score →1.9
AEO Visibility
iNear-invisible · 1.9/10
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 →40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
Manufacturing & Industrial average 18
See what's behind this score →0
About Free CAGE Code Lookup
from our crawl and measurement
Free CAGE Code Lookup describes itself simply: "Free CAGE code lookup. Search 794,000+ CAGE codes and 895,000+ US federal supplier registrations from official SAM.gov data, decoded into plain English." When AI engines look at it, they find little to work with. It scores 1.9 out of 10.
Our crawl found structured data on the page (Organization, WebSite, WebPage), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have read this profile 2 times in our tracking, including ClaudeBot (Anthropic) and ShapBot (Parallel).
- Company ·
- Free CAGE Code Lookup
- Website ·
- cagecodelookup.com
- Industry ·
- Manufacturing & Industrial
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Nov 7, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
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
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 1.9/10, Free CAGE Code Lookup is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Frequently Asked Questions
What is a CAGE code?
A CAGE code is a five-character alphanumeric identifier assigned to suppliers of the United States government.
What does a CAGE code look like?
Five characters, with strict rules for each position. This is exactly what the validator above checks as you type.Position 11Always a digit 0–9Position 2ALetter or digitPosition 32Letter or digitPosition 4BLetter or digitPosition 53Always a digit 0–9The letters I and O are never used anywhere in a CAGE code.
How do I get a CAGE code?
It is free, and for United States entities it happens as part of SAM.gov registration rather than as a separate application.1Gather your entity detailsCollect your legal business name and physical address exactly as they appear on official records, your taxpayer identification number, and bank details for electronic payment.
Is this your brand?
The exact fixes for Free CAGE Code Lookup
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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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 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cagecodelookup
Cite this score: Engagemii (2026). "AEO Score for Free CAGE Code Lookup." Retrieved from https://engagemii.com/aeo/brands/cagecodelookup
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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