Freenome vs ConcertAI

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

ConcertAI leads in AI visibility (74 vs 52)
Freenome logo

Freenome

ChallengerLife Sciences & BioTech

Multiomics Blood-Based Early Cancer Detection

Freenome is a biotech company developing AI-powered multiomics blood tests for early cancer detection; raised $1.1B+ total with Roche as a major investor; signed a $75M exclusive license with Exact Sciences for colorectal cancer;

AI VisibilityBeta
Overall Score
C52
Category Rank
#64 of 198
AI Consensus
87%
Trend
stable
Per Platform
ChatGPT
51
Perplexity
55
Gemini
52

About

Freenome is a clinical-stage biotechnology company founded in 2014 and headquartered in South San Francisco, California. The company is developing a multiomics blood-based testing platform for the early detection of cancer — combining genomics, proteomics, metabolomics, and epigenomics signals from a single blood draw and applying AI/ML models to distinguish cancer-derived signals from normal biological variation. Its lead program targets colorectal cancer (CRC) screening, aiming to provide a non-invasive alternative to colonoscopy for the millions of Americans who decline or delay guideline-based screening.

Full profile
ConcertAI logo

ConcertAI

LeaderLife Sciences & BioTech

Oncology AI & Real-World Data

ConcertAI is an oncology AI and real-world data company at a $1.9B valuation — 5.5M multi-modal cancer RWD records, $230M+ raised, exiting FY2024 profitable with mid-teens EBITDA margins.

AI VisibilityBeta
Overall Score
B74
Category Rank
#2 of 198
AI Consensus
80%
Trend
stable
Per Platform
ChatGPT
73
Perplexity
69
Gemini
70

About

ConcertAI is a Boston-based company that combines artificial intelligence with real-world oncology data to accelerate cancer drug development and improve patient outcomes. Its platform integrates multi-modal patient data — including electronic health records, genomics, imaging, and pathology — from a network of oncology providers to support biopharma companies in clinical trial design, site selection, protocol optimization, patient matching, and regulatory submission.

Full profile

AI Visibility Head-to-Head

52
Overall Score
74
#64
Category Rank
#2
87
AI Consensus
80
stable
Trend
stable
51
ChatGPT
73
55
Perplexity
69
52
Gemini
70
54
Claude
70
56
Grok
77

Key Details

Category
Multiomics Blood-Based Early Cancer Detection
Oncology AI & Real-World Data
Tier
Challenger
Leader
Entity Type
brand
brand

Track AI Visibility in Real Time

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