AI Visibility Scorecard
radiusmap4less
radiusmap4less.com · Food & Beverage
At 1.97/10, radiusmap4less 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, AI Discoverability and Backlinks. That is fixable, and the signals below show where to start.
AI engines read this profile 6 times
Meta AI · Claude · Parallel
7
AI Naming Predictability
iRarely named · 7/100
Food & Beverage average 12
Top 45% of Food & Beverage
See what's behind this score →1.97
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Food & Beverage average 2. Claim your page and Engagemii is your first.
See what's behind this score →0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
Food & Beverage average 18
See what's behind this score →0
About radiusmap4less
from our crawl and measurement
radiusmap4less, based in San Gabriel, CA, describes itself simply: "Repellendus quisquam numquam perferendis earum sapiente non tempore?" When AI engines look at it, they find little to work with. It scores 1.97 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 6 times in our tracking, including Meta AI, ClaudeBot (Anthropic) and ShapBot (Parallel).
- Company ·
- radiusmap4less
- Website ·
- radiusmap4less.com
- Industry ·
- Food & Beverage
- Location ·
- San Gabriel, CA
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 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
Good
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
Strong
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
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
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 1.97/10, radiusmap4less is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for radiusmap4less
Which AI engines already crawl 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 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/radiusmap4less
Cite this score: Engagemii (2026). "AEO Score for radiusmap4less." Retrieved from https://engagemii.com/aeo/brands/radiusmap4less
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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