Formation Bio vs Cradle

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

Formation Bio logo

Formation Bio

ChallengerLife Sciences & BioTech

AI-Native Drug Development & Clinical Asset Acceleration

Formation Bio is an AI-native pharmaceutical company that acquires clinical-stage drug assets and accelerates their development to market using proprietary AI and operational technology; raised $372M in a 2024 Series D;

About

Formation Bio (formerly TrialSpark) is a New York-based AI-native pharmaceutical company founded in 2016 by Nicky Popp and Benjamine Liu. The company operates at the intersection of artificial intelligence and drug development, acquiring clinical-stage pharmaceutical assets — compounds that have demonstrated early safety and efficacy in human trials — and applying proprietary AI and operational technology to accelerate their development timelines and reduce costs. Rather than discovering new drug targets from scratch, Formation Bio's model focuses on execution excellence: identifying undervalued clinical assets and getting them to patients faster and more cheaply than traditional pharma development organizations can.

Full profile
Cradle logo

Cradle

ChallengerLife Sciences & BioTech

General

AI protein design platform combining language models with lab automation; active learning cycles for enzyme, antibody, and therapeutic protein engineering optimization.

AI VisibilityBeta
Overall Score
C49
Category Rank
#153 of 1158
AI Consensus
91%
Trend
stable
Per Platform
ChatGPT
58
Perplexity
56
Gemini
58

About

Cradle is a protein design platform using AI to help biotechnology and pharmaceutical companies engineer better proteins — enzymes, antibodies, and therapeutic proteins — with improved stability, activity, and manufacturability. Founded in 2021 and headquartered in Amsterdam with teams in San Francisco, Cradle raised approximately $24 million and targets biopharmaceutical, agricultural, and industrial biotechnology companies that need to engineer proteins with specific functional properties.

Full profile

Key Details

Category
AI-Native Drug Development & Clinical Asset Acceleration
General
Tier
Challenger
Challenger
Entity Type
brand
brand

Track AI Visibility in Real Time

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