Stipple Bio vs Cradle

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

AI visibility is closely matched (49 vs 49)
Stipple Bio logo

Stipple Bio

ChallengerBioTech

Precision Oncology

Precision oncology company emerged from stealth Apr 2026 with $100M oversubscribed Series A co-led by RA Capital and a16z Bio; Pointillist platform identifies novel tumor-specific epitopes for antibody-drug conjugates beyond existing ADC targets.

AI VisibilityBeta
Overall Score
C49
Category Rank
#1 of 2
AI Consensus
69%
Trend
up
Per Platform
ChatGPT
46
Perplexity
57
Gemini
59

About

Stipple Bio is a precision oncology company that emerged from stealth in April 2026 with a $100 million oversubscribed Series A. The round was co-led by RA Capital Management, Andreessen Horowitz Bio+Health, and Nextech, with additional participation from GV and Emerson Collective — a top-tier syndicate that signals strong scientific conviction in the platform.

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

AI Visibility Head-to-Head

49
Overall Score
49
#1
Category Rank
#153
69
AI Consensus
91
up
Trend
stable
46
ChatGPT
58
57
Perplexity
56
59
Gemini
58
56
Claude
60
57
Grok
57

Key Details

Category
Precision Oncology
General
Tier
Challenger
Challenger
Entity Type
brand
brand

Capabilities & Ecosystem

Capabilities

Only Stipple Bio
Precision Oncology

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