Ångström AI vs InQuery

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

InQuery leads in AI visibility (38 vs 27)

Ångström AI

EmergingHealthcare

Medical Imaging AI

Angstrom AI is a medical imaging AI company applying computer vision to analyze radiology scans and pathology slides to assist radiologists and pathologists with diagnosis. HQ: San Francisco.

AI VisibilityBeta
Overall Score
D27
Category Rank
#3 of 3
AI Consensus
58%
Trend
stable
Per Platform
ChatGPT
31
Perplexity
36
Gemini
28

About

Angstrom AI is a medical AI company developing computer vision models for clinical imaging analysis — applying deep learning to radiology images (X-rays, CT scans, MRIs) and digital pathology slides to assist physicians in detection and diagnosis. The company's AI models are trained to identify specific findings (nodules, lesions, abnormalities) in medical images, providing radiologists and pathologists with highlighted regions of interest and preliminary analysis that supports their diagnostic workflow. AI-assisted reading reduces the time required per scan, improves consistency, and provides a quality check layer for findings that could otherwise be missed under time pressure.

Full profile

InQuery

EmergingHealthcare

General

SF YC W24 AI medical record review for health insurance prior auth and claims; $3.1M from General Catalyst/DRW/YC deploying AI agents that process clinical documentation for coverage decisions competing with Cohere Health.

AI VisibilityBeta
Overall Score
D38
Category Rank
#253 of 1167
AI Consensus
67%
Trend
stable
Per Platform
ChatGPT
44
Perplexity
44
Gemini
49

About

InQuery is a San Francisco-based AI healthcare platform — backed by Y Combinator (W24) with $3.1 million in total funding from Y Combinator, General Catalyst, Amino Capital, and DRW Venture Capital — providing health insurance companies and managed care organizations with AI agents that autonomously review medical records, analyze clinical documentation, and process prior authorization and claims decisions at a speed and scale that human reviewers cannot match. Founded in 2023, InQuery applies large language models trained on clinical documentation to the insurance review workflows that currently require teams of nurses and physician advisors to manually read through hundreds of pages of medical records per case.

Full profile

AI Visibility Head-to-Head

27
Overall Score
38
#3
Category Rank
#253
58
AI Consensus
67
stable
Trend
stable
31
ChatGPT
44
36
Perplexity
44
28
Gemini
49
21
Claude
35
19
Grok
38

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