AI Visibility Scorecard
cimgf.com · Technology
Borderline visible. AI engines can read Cocoa Is My Girlfriend, but Structured Data, E-E-A-T Signals and News Mentions are weak, so it is at real risk of being skipped when buyers ask ChatGPT, Claude or Perplexity for a recommendation.
AI engines read this profile 8 times
Claude · Meta AI · Apple Intelligence
Top 5% in Technology for AI visibility
82
AI Naming Predictability
iNamed sometimes · 82/100
Technology average 28
Top 3% of Technology
See what's behind this score →5.60
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Network Authority
iNot connected yet
0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.
See what's behind this score →5
0
from our crawl and measurement
Cocoa Is My Girlfriend is one of the businesses we track in the Technology space. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.60 out of 10, readable in places and missing in others.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have read this profile 8 times in our tracking, including ClaudeBot (Anthropic), Meta AI and Applebot (Siri).
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
Good
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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
Reference Presence
-
Not yet measured.
News & Press
Weak
No press coverage found yet.
Community
Good
Forum and community discussion.
Social Mentions
Weak
No social discussion found yet.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 5.60/10, Cocoa Is My Girlfriend is borderline: readable but under-signaled. That is fixable, and the signals above are where to start.
What is Next?
Long term I have some ideas that will take a bit of time to put into place. In the short time I am eager to help as many teams as possible through short term contracting, consulting and workshops. I really do enjoy helping teams get the most out of their persistence and networking layers. Therefore… Effective immediately, I am available for short term and possibly long term contract work.
What are the options?
I am looking for short term projects unless it is truly amazing, cutting edge, and never done before. I am looking to help your team provide a better experience for your users. We can accomplish this either through a monthly, weekly, daily contract or through a workshop. The details of which we can discuss in detail. I am available to travel and can work on site for short periods of time.
What About Safety?
In Objective-C, if you message nil, it’s a no-op. In Swift, however, if we unwrap an optional that is nil, we will crash. So, on this line: var streetAddresses = items.map({ $0["address"]!["street"] as String}) when we unwrap using the bang ! operator, if that value doesn’t exist, we’re in trouble.
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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Scored by Engagemii on November 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cimgf
Cite this score: Engagemii (2026). "AEO Score for Cocoa Is My Girlfriend." Retrieved from https://engagemii.com/aeo/brands/cimgf
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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