AI Visibility Scorecard
NL CDS Mexico
cdsmexico.com · Membership Organizations
Borderline visible. AI bots can crawl NL CDS Mexico, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 1 times
Claude
#8,466 of 94,076 in Membership Organizations for AI visibility
<1
AI Naming Predictability
iRarely named · <1/100
Membership Organizations average 9
Top 72% of Membership Organizations
See what's behind this score →3.5
AEO Visibility
iNear-invisible · 3.5/10
Membership Organizations average 4.1
See what's behind this score →-
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 →5
Muse Index Score
iAI agent readiness
Basic · 5/100
Membership Organizations average 12
See what's behind this score →0
About NL CDS Mexico
from our crawl and measurement
"We influence purchase decisions by creating and activating events that connect with COSTCO members. CDS is your solution provider no matter the scope." That is how NL CDS Mexico introduces itself. When AI engines look at it, they find little to work with. It scores 3.5 out of 10.
Our crawl found structured data on the page (WebSite, ImageObject, WebPage), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
- Company ·
- NL CDS Mexico
- Website ·
- cdsmexico.com
- Industry ·
- Membership Organizations
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 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
Fair
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, NL CDS Mexico is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for NL CDS Mexico
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/cdsmexico
Cite this score: Engagemii (2026). "AEO Score for NL CDS Mexico." Retrieved from https://engagemii.com/aeo/brands/cdsmexico
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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