findzebra.com

What It Is

FindZebra is a rare-disease diagnostic search assistant developed by FindZebra ApS. Its core purpose is to help physicians search for possible diseases and related genes based on symptoms, clinical phenotypes, and test findings when they encounter a “zebra” — that is, a rare disease. The service is explicitly aimed primarily at doctors and professionals involved in rare-disease diagnosis. Individual users are advised to consult a qualified physician, and the platform states that it is not responsible for the consequences of use.

Core Capabilities

Based on the site content, FindZebra is closer to a vertical medical information retrieval system than a general conversational AI tool. It uses publicly available and curated rare-disease resources, and is optimized for rare-disease queries using open-source information retrieval software such as Apache Lucene Solr. Its index sources include GARD, GeneReviews, Genetics Home Reference, OMIM, Orphanet, and Wikipedia, while disease–gene association data comes from DisGeNET. After users enter clinical information, phenotypes, and symptoms, the system can return potential diseases, related genes, source documents, and matching scores.

Pricing and API

The website does not disclose SaaS subscription pricing. The API is free for non-commercial use, but users need to log in and obtain a personal API key. For commercial use or uncertain scenarios, users must contact the team by email. The API is called via HTTP GET and supports response formats including json, xml, csv, python, ruby, and php. It also allows users to configure the number of results, pagination, and returned fields, making it suitable for research scripts or integration into internal hospital tools.

Pros and Cons

Its main strength is its highly focused positioning: it is optimized for rare-disease diagnosis, draws on relatively authoritative data sources, and has usage feedback from institutions such as Denmark’s national hospitals and Harvard-affiliated genomics medicine projects. It is especially useful for linking symptoms with rare Mendelian disorders and candidate genes. The limitations are also clear: it is not a tool that generates definitive medical diagnoses, and clinical expert judgment is still required. The website does not clarify Chinese-language support, privacy compliance, or service SLA. In addition, the gene field in results is not always available, and scores cannot be compared across different queries.

Who It’s For and Access from China

FindZebra is suitable for genetics departments, pediatrics, rare-disease clinics, genetic testing organizations, and medical research teams. It is not well suited to direct self-diagnosis by users without a medical background. The source text does not mention its accessibility from China, so this needs to be tested in practice. Payment methods are also not disclosed. If access or language support is limited, users can combine it with original knowledge bases such as OMIM, Orphanet, GARD, and GeneReviews, or use local medical databases as supplementary resources.