AI Visibility Scorecard
Formulation Development
ozmocap.com · Technology
Somewhat visible. AI bots can read Formulation Development, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 6 times
Claude · Apple Intelligence · Meta AI
#269,514 of 2,707,521 in Technology for AI visibility
6
AEO Visibility
iBorderline · 5.7/10
30
Muse Index Score
iAI agent readiness
Agent-ready · 30/100
0
AI Adoption
iNone detected · 0/100
About Formulation Development
from our crawl and measurement
Formulation Development is a Branford, CT business whose own site puts it this way: "Formulation DevelopmentThe leading laboratory for solving complex stability and formulation challenges using world-class science to speed products to market." Its AI visibility score is 5.7 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 (BreadcrumbList, Organization, WebPage) 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) and Applebot (Siri).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
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
Strong
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
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
Fair
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 5.7/10, Formulation Development has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Q: What makes tiered formulation better than the traditional excipient compatibility approach?
Unlike the traditional binary drug-excipient testing, which examines 1:1 ratios, tiered formulation skips intermediate steps and directly tests full formulations with realistic ratios.
Q: Does FreeThink develop sterile formulations?
Yes, FreeThink can develop some types of sterile formulations, though we do not have terminal sterilization capabilities.Contact us to explore your sterile formulation needs [here].
Q: Does FreeThink have experience developing products for Zone IVb countries?
Yes, we specialize in adapting formulations and packaging to meet the challenging conditions of Zone IVb (30°C/75% RH).
Q: Can you make supplies for animal studies or human clinical studies?
FreeThink can produce small-scale supplies for animal studies. However, we are not equipped to produce GMP materials for human clinical studies.Discuss your drug product development needs with our team [here].
Is this your brand?
The exact fixes for Formulation Development
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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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/ozmocap
Cite this score: Engagemii (2026). "AEO Score for Formulation Development." Retrieved from https://engagemii.com/aeo/brands/ozmocap
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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