10x Science develops AI-native software for next-generation protein characterization, enabling scientists to molecularly analyze proteins at scale in real time. The platform was developed by researchers from Stanford, MIT, UC Berkeley, UCSF, and UW Madison, and is backed by Y Combinator.
The first AI/ML-native omics software that delivers 10x faster processing, intelligently resolves complex PTMs, and provides vendor-neutral integration for protein characterization workflows.
AI Visibility Score
10x Science has an AI visibility score of 0/100, rated as invisible. This score reflects how often and how prominently 10x Science appears in responses from AI assistants like ChatGPT, Claude, and Gemini.
AI Perception Summary
10x Science currently operates in a total discovery vacuum, remaining completely invisible during high-intent searches for proteomics and peptide mapping while competitors like Protein Metrics and MaxQuant dominate the conversational landscape. Although the brand is recognized in direct 'vibe checks' by Claude and AI Overviews, it is entirely absent from the critical decision-making workflows of facility managers and infrastructure architects.
Strengths
- Retains basic brand identity and factual awareness within Claude and AI Overviews during direct brand-specific queries
- Exists within the training data of major LLMs, allowing for accurate identification when prompted specifically about the company
Visibility Gaps
- Total absence in 'Next-Gen Omics' and 'vendor-neutral' software queries where competitors like Waters and Bruker are frequently recommended
- Zero visibility among the Bioinformatics Infrastructure Architect and Pharmaceutical Protein Characterization Lead personas
- Failure to appear in any top-down proteomics or proteoform resolution workflow recommendations despite these being core industry challenges
Competitors in AI Recommendations
- Protein Metrics: 19 mentions
- MaxQuant: 19 mentions
- Thermo: 18 mentions
- Waters: 18 mentions
- Bruker: 18 mentions
- Orbitrap: 18 mentions
- FragPipe: 16 mentions
- MSFragger: 15 mentions
- PEAKS Studio: 14 mentions
- Byonic: 13 mentions
- OpenMS: 13 mentions
- Spectronaut: 12 mentions
- Skyline: 12 mentions
- BioPharma Finder: 12 mentions
- Biognosys: 11 mentions
Categories: Biotechnology Software
Tags: YC25-26