Insilico Medicine vs Duckie

Side-by-side comparison of AI visibility scores, market position, and capabilities

Insilico Medicine leads in AI visibility (49 vs 25)

Insilico Medicine

ChallengerHealthcare Tech

Drug Discovery & Development

AI drug discovery biotech. IPO'd on HKEX Dec 2025 (3696.HK), raised $293M. 2025 rev $56.2M. $2.75B Eli Lilly deal (2026). Founded 2014, HQ Boston.

AI VisibilityBeta
Overall Score
C49
Category Rank
#6 of 11
AI Consensus
55%
Trend
stable
Per Platform
ChatGPT
46
Perplexity
42
Gemini
43

About

Insilico Medicine is a clinical-stage biotechnology company founded in 2014 that leverages generative AI for drug discovery and development. Headquartered in Boston with offices in Hong Kong and New York, the company has built AI platforms utilizing deep generative models, reinforcement learning, and transformers to discover novel drug targets and generate molecular structures with desired properties. Its pipeline spans cancer, fibrosis, CNS diseases, infectious diseases, autoimmune conditions, and aging-related diseases.

Full profile

Duckie

EmergingInfrastructure

IT Operations

SF YC W24 AI support agent builder at 80% resolution time reduction and 71% ticket deflection; $500K from a16z/Greylock/YC/Netflix competing with Intercom Fin for customer support AI workflow automation.

AI VisibilityBeta
Overall Score
D25
Category Rank
#18 of 68
AI Consensus
59%
Trend
stable
Per Platform
ChatGPT
33
Perplexity
19
Gemini
36

About

Duckie is a San Francisco-based AI customer support platform — backed by Y Combinator (W24) with $500,000 in funding from Y Combinator, Andreessen Horowitz, Greylock, KungHo Fund, Netflix, and 5 additional investors — providing customer support teams with an AI agent builder that translates existing support processes and workflows into predictable, reliable AI automation, achieving 80% reduction in resolution time and 71% ticket deflection for deployed teams. Founded in 2023 and targeting customer support leaders at growth-stage software companies, Duckie enables support teams to deploy AI agents in minutes without engineering dependency.

Full profile

AI Visibility Head-to-Head

49
Overall Score
25
#6
Category Rank
#18
55
AI Consensus
59
stable
Trend
stable
46
ChatGPT
33
42
Perplexity
19
43
Gemini
36
59
Claude
31
41
Grok
34

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