AI Visibility Scorecard
Bogda, LLC.
bogda-llc.com · Professional Services
Borderline visible. AI bots can crawl Bogda, LLC., but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 7 times
Claude · Meta AI · Apple Intelligence · ShapBot
#350,111 of 528,058 in Professional Services for AI visibility
<1
4
AEO Visibility
iNear-invisible · 3.6/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
10
AI Adoption
iBasic · 10/100
About Bogda, LLC.
from our crawl and measurement
Bogda, LLC. is a business whose own site puts it this way: "Our team of experienced professionals stay current about the latest drug trends." When AI engines look at it, they find little to work with. It scores 3.6 out of 10.
Our crawl found a sitemap. It is missing structured data describing the business, an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited 2 times 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
Good
Clear headings and answer-style content.
Entity Clarity
Weak
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
Weak
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 3.6/10, Bogda, LLC. is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Who, what, when and how?
Commitment to InnovationBogda understands the technology and medicine in the health care industry is consistently progressing. Our team of experienced professionals stay current about the latest drug trends. We offer a comprehensive portfolio of services.Clinical Trial Data ManagementBogda is an AI-driven company, leading pharmaceutical consulting agency through first-rate clinical project management.
Is this your brand?
The exact fixes for Bogda, LLC.
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 August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/bogda-llc
Cite this score: Engagemii (2026). "AEO Score for Bogda, LLC.." Retrieved from https://engagemii.com/aeo/brands/bogda-llc
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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