AI Visibility Scorecard
First Penguin
firstpenguinad.com · Professional Services
At 2.4/10, First Penguin 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.
AI engines read this profile 3 times
Claude · ShapBot
#200,671 of 527,416 in Professional Services for AI visibility
0
AI Naming Predictability
iRarely named · 0/100
More likely to be named than 21% of Professional Services companies
2
AEO Visibility
iNear-invisible · 2.4/10
10
Muse Index Score
iAI agent readiness
Basic · 10/100
0
AI Adoption
iNone detected · 0/100
About First Penguin
from our crawl and measurement
First Penguin is a business whose own site puts it this way: "First Penguin is full service, digital-forward advertising agency established by the industry veterans. We help multi-cultural brands expand their market with smarter solutions that works." As far as answer engines are concerned it may as well not exist yet: 2.4 out of 10.
Our crawl found structured data on the page (WebSite), an llms.txt file for AI models and a sitemap. It is missing a heading structure that lays out what it offers.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Weak
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Good
Inbound links from other sites.
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 2.4/10, First Penguin is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for First Penguin
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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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for First Penguin.
Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/firstpenguinad
Cite this score: Engagemii (2026). "AEO Score for First Penguin." Retrieved from https://engagemii.com/aeo/brands/firstpenguinad
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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