Diagnostics Lab Systems
145 prompts · 156 observations · last seen Oct 12, 2026
Most mentioned brands
Prompts
Brands:Clia Cap,Seqc Maqc,Ilab,Agilent,Bruker
Brands:Roche,Cobas 8000 8100,Abbott,Alinity C,Beckman Coulter
Brands:Lims,Eln,Cds,Erp,Qms
Brands:Abbott Point Of Care,Roche Diagnostics,Quidel Ortho,Cepheid,
Siemens Healthineers
Brands:Roche Diagnostics,
Abbott Diagnostics,
Siemens Healthineers,Beckman Coulter Diagnostics,Cepheid
Brands:Benchling,Labarchives,Notion,
Airtable,
Sharepoint
Brands:GE HealthCare,Philips,
Siemens Healthineers,
Canon Medical,Samsung Medison
Brands:Ge,Philips,Siemens,Canon,
Samsung
How did Obsurfable measure this?
Obsurfable records AI answers to buyer-style prompts in its research corpus (156 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.