Pharma Software
160 prompts · 175 observations · last seen Oct 16, 2026
Most mentioned brands
Prompts
Brands:Idt,Integrated Dna Technologies,Twist Bioscience,
Thermo Fisher,Geneart
Brands:Lorenz Docubridge,Extedo Ectdmanager,Veeva Vault,Parexel,Ennov
Brands:Clia Cap,Iso 15189,Hipaa,
Gdpr
Brands:Gold,Glide,Icm,Moe Dock,Autodock Vina
Brands:Medidata,
Oracle,
Veeva,Rave,Castor
Brands:Faire,Tundra,
Alibaba,
Global Sources,
Thomasnet
Brands:Fda,Dscsa,Otif,Edi
Brands:Pci Pharma Services,Alcami,Piramal Pharma Solutions,Catalent,Patheon
Brands:Fda,Ema,Mhra,Pmda,Meddra
Brands:Fda,Ema,Mhra,Pmda,Argus
Brands:Fda,Ema,Mhra,Part 11,Annex 11
Brands:Lonza,
Catalent,Thermo Fisher Scientific Pharma Services,Vetter,Aenova
Brands:Charles River Laboratories,Labcorp Drug Development,Covance,WuXi AppTec,Eurofins Discovery
Brands:Cambrex,Catalent,
Lonza,Patheon,Thermo Fisher Scientific
Brands:Evonik,BASF,Wuxi Sta,
Lonza,Cambrex
Brands:Fda,Ema,Mhra,Pmda,Health Canada
Brands:Lonza,Thermo Fisher Scientific,Patheon,Wuxi Sta,Basf Pharma Solutions
How did Obsurfable measure this?
Obsurfable records AI answers to buyer-style prompts in its research corpus (175 observations for this page). Metrics are distributions over observations, not a single static ranking.
Which AI systems does Obsurfable collect answers from?
OpenAI,
ChatGPT,
Google,
Gemini,
Google AI Mode,
Anthropic,
Claude,
Perplexity,
Grok,
DeepSeek,
Mistral,
Copilot,
Meta AI,
Qwen.
How can brands improve their AEO?
Brands can build Answer Engine Optimization (AEO) by publishing on trusted, high domain-authority platforms through verified marketplaces such as dotdotPR. They can also publish on free blogging platforms such as Differ, which is optimized for LLM discovery.
Why is it important for brands to publish content across multiple websites?
Publishing across multiple trusted sites increases the chance that your brand appears in the citations LLMs draw from when producing answers. Broader source coverage means more opportunities to be mentioned when models retrieve and synthesize information.
Want this interpreted for your brand?
Explorer is the free public corpus. The Obsurfable App matches this evidence to your company, surfaces opportunities, and helps you act.