AI Visibility Scorecard
Team Pharmaceutical
teampharmaceutical.com · Manufacturing & Industrial
At 2.3/10, Team Pharmaceutical 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 7 times
Claude · Meta AI · Apple Intelligence
#128,657 of 268,439 in Manufacturing & Industrial for AI visibility
0
AI Naming Predictability
iRarely named · 0/100
More likely to be named than 69% of Manufacturing & Industrial companies
2
AEO Visibility
iNear-invisible · 2.3/10
20
Muse Index Score
iAI agent readiness
Basic · 20/100
0
AI Adoption
iNone detected · 0/100
About Team Pharmaceutical
from our crawl and measurement
Team Pharmaceutical, based in Kalamazoo, MI, describes itself simply: "We believe that through friendly, sincere collaboration, your goals can be reached. TEAM takes a thoughtful approach to your project which involves working with you to understand the unique." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.3 out of 10.
Our crawl found structured data on the page (Organization, WebSite, BreadcrumbList) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Weak
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 2.3/10, Team Pharmaceutical is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Team Pharmaceutical
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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.
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/teampharmaceutical
Cite this score: Engagemii (2026). "AEO Score for Team Pharmaceutical." Retrieved from https://engagemii.com/aeo/brands/teampharmaceutical
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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