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AI Visibility Scorecard
IPD Analytics
ipdanalytics.com · Technology
Somewhat visible. AI bots can read IPD Analytics, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#110,017 of 2,623,115 in Technology for AI visibility
6.4
/10
AEO Score
About IPD Analytics
from our crawl and measurement
IPD Analytics, based in Aventura, FL, describes itself simply: "IPD Analytics offers industry leading life-cycle analysis, clinical and formulary insights, brand and generic market impact forecasts, and coding and reimbursement information." Its AI visibility score is 6.4 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (LocalBusiness, WebSite), an llms.txt file for AI models and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
7
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Trust
3
Established authority for your domain.
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 6.4/10, IPD Analytics has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for IPD Analytics
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Tech Shoppers Do More Research Than Anyone. Are You There When They're Looking?
Tech buyers are the most research-intensive shoppers on the internet.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for IPD Analytics.
Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ipdanalytics
Cite this score: Engagemii (2026). "AEO Score for IPD Analytics." Retrieved from https://engagemii.com/aeo/brands/ipdanalytics
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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