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AI Visibility Scorecard
2MC Labs, LLC — Marketing and Software Consulting
2mclabs.com · Technology
At 1.9/10, 2MC Labs, LLC — Marketing and Software Consulting is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
Monitoring for AI engine activity
In the Engagemii AEO index
#2,771,427 of 2,832,391 in Technology for AI visibility
1.9
/10
AEO Score
About 2MC Labs, LLC — Marketing and Software Consulting
from our crawl and measurement
2MC Labs, LLC Marketing and Software Consulting is a business whose own site puts it this way: "2MC Labs is a marketing and software consulting firm specializing in software development, AI tools, product marketing, consumer packaged goods, and brand licensing." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 1.9 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
3
Clear headings and answer-style content.
Entity Clarity
3
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
4
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions found yet.
What this score means
Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 1.9/10, 2MC Labs, LLC — Marketing and Software Consulting is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for 2MC Labs, LLC — Marketing and Software Consulting
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on August 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/2mclabs
Cite this score: Engagemii (2026). "AEO Score for 2MC Labs, LLC — Marketing and Software Consulting." Retrieved from https://engagemii.com/aeo/brands/2mclabs
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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