Rosebud Biosciences vs Duckie

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

Rosebud Biosciences leads in AI visibility (37 vs 25)

Rosebud Biosciences

EmergingHealthcare

General

Rare disease drug discovery using patient-derived organoids and robotics to screen therapeutics matching real genetic mutations; YC and NSF backed with Stanford-validated pediatric heart disease breakthrough.

AI VisibilityBeta
Overall Score
D37
Category Rank
#883 of 1167
AI Consensus
65%
Trend
stable
Per Platform
ChatGPT
41
Perplexity
33
Gemini
45

About

Rosebud Biosciences is a San Carlos-based drug discovery company that accelerates therapeutic development for rare diseases by screening drug candidates against patient-derived organoids — miniature 3D organ models grown from patients' own cells with matching genetic mutations — using robotic automation and machine learning to identify compounds that correct disease phenotypes at a scale impossible with traditional cell line testing. Founded in 2020 and backed by Y Combinator, NSF, and other investors with $440,000 in revenue, Rosebud has achieved Stanford-validated research breakthroughs published in prestigious scientific journals, including discovering a novel drug target for pediatric heart disease.

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

37
Overall Score
25
#883
Category Rank
#18
65
AI Consensus
59
stable
Trend
stable
41
ChatGPT
33
33
Perplexity
19
45
Gemini
36
45
Claude
31
48
Grok
34

Track AI Visibility in Real Time

Monitor how your brand performs across ChatGPT, Gemini, Perplexity, Claude, and Grok daily.