AI Visibility Scorecard
My Cold Leads
mcldiscovery.com · Technology
Somewhat visible. AI bots can read My Cold Leads, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 23 times
Meta AI · Claude · Apple Intelligence · Perplexity
#181,485 of 2,707,329 in Technology for AI visibility
22
AI Naming Predictability
iRarely named · 22/100
6
AEO Visibility
iBorderline · 5.9/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
?
AI Adoption
iNone detected · -/100
About My Cold Leads
from mcldiscovery.com
B2B lead generation agency. We build prospect lists, write personalized cold email sequences, and manage outreach campaigns end-to-end.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Strong
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
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 5.9/10, My Cold Leads has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for My Cold Leads
Which AI engines already crawl you
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Source & Attribution
Scored by Engagemii on July 18, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mcldiscovery
Cite this score: Engagemii (2026). "AEO Score for My Cold Leads." Retrieved from https://engagemii.com/aeo/brands/mcldiscovery
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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