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Pharmaceutical Preparations, Excipients, Formulation
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. Two-thirds of websites are invisible to them. Pharmaceutical Preparations, Excipients, Formulation just got measured.
5/10 means Pharmaceutical Preparations, Excipients, Formulation is borderline visible. AI bots can crawl your site but your structured-data signals are thin. You are at risk of being skipped when buyers ask AI for a recommendation.
About Pharmaceutical Preparations, Excipients, Formulation
CD Formulation provides formulation development, analytical, drug packaging and pharmaceutical excipient solutions for pharmaceutical and biotechnology industries.
Key Topics
Details
Industry: Beauty & Personal Care
formulationbio.comAI Visibility Breakdown
3
Structured Data
8
Content Structure
5
Entity Clarity
4
E-E-A-T Signals
6
Technical AEO
4
AI Discoverability
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Your full 6-category score breakdown
Exact fixes: robots.txt, schema, llms.txt
AI bot crawls from ChatGPT, Claude, Perplexity, Gemini
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Skin Type Isn't One-Size-Fits-All. Neither Should Your Brand's Advice Be.
Beauty is personal in a way that almost no other category is.
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Source & Attribution
Scored by Engagemii on June 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/formulationbio
Cite this score: Engagemii (2026). "AEO Score for Pharmaceutical Preparations, Excipients, Formulation." Retrieved from https://engagemii.com/aeo/brands/formulationbio
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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