Mantis is a data platform for life sciences organizations that transforms complex biological, clinical, and operational data into reusable, canonical datasets. The platform integrates with existing systems like EDC, CTMS, and lab vendors to enable cross-study analytics, AI readiness, and real-time performance insights.
Mantis solves the data fragmentation problem in life sciences by creating domain-aware, reusable datasets that encode biological and clinical meaning directly into the data, enabling teams to run cross-study analytics without rebuilding pipelines.
AI Visibility Score
Mantis has an AI visibility score of 21/100, rated as low. This score reflects how often and how prominently Mantis appears in responses from AI assistants like ChatGPT, Claude, and Gemini.
AI Perception Summary
Mantis is currently a phantom leader in the clinical data space, securing elite top-three rankings in Claude and Gemini for infrastructure queries while suffering a total blackout in Google AI Overviews and ChatGPT. This stark divide reveals that while LLMs recognize Mantis’s technical superiority in handling data fragmentation, the brand is failing to register in the broader search-generative ecosystem where legacy giants like Medidata and Veeva still dominate the narrative.
Strengths
- Exceptional performance in Claude and Gemini for 'Modernizing Clinical Data Infrastructure' queries, reaching as high as position #2.
- Strong resonance with Strategic Clinical Operations Leaders, achieving a 58% mention rate and high positive sentiment.
- High technical authority in Claude specifically regarding 'data fragmentation in clinical trials,' where it consistently outperforms broader competitors.
Visibility Gaps
- Total lack of visibility (0%) in Google AI Overviews across all tested queries, a critical failure in the search-generative experience.
- Complete absence from the 'Modern alternatives to Veeva/Medidata' conversation, allowing legacy vendors to maintain their market capture.
- Negligible presence in ChatGPT, where its average position of 22.0 effectively makes the brand undiscoverable for mainstream AI users.
Competitors in AI Recommendations
- Snowflake: 20 mentions
- Medidata Rave: 20 mentions
- Medidata: 20 mentions
- Veeva: 19 mentions
- Databricks: 14 mentions
- Veeva Vault: 13 mentions
- Tableau: 12 mentions
- dbt: 11 mentions
- Saama Technologies: 10 mentions
- Viedoc: 9 mentions
- Veeva Vault CDMS: 9 mentions
- Medrio: 9 mentions
- OpenClinica: 9 mentions
- Fivetran: 8 mentions
- Informatica: 8 mentions
Categories: Healthcare Technology
Tags: YC25-26