Data intensive science for everyone
Galaxy (galaxyproject.org) scores 80 out of 100 on Brand Analyzer, placing it in the Brand-Ready tier among SaaS brands, Education brands, Technology brands, in the 67th percentile of 24002 SaaS brands.
Galaxy is an open source, web-based platform designed to make computational research accessible, reproducible, and transparent. It allows researchers, particularly in bioinformatics and computational science, to run complex data analyses without programming expertise. The platform automatically tracks provenance and enables sharing of datasets, workflows, and histories, positioning itself as a leading no-code solution for scientific data analysis worldwide.
| Brand Name | Galaxy |
|---|---|
| Domain | galaxyproject.org |
| Industry | SaaS, Education |
| Main Competitors | DNAnexus (87/100), Terra (Broad Institute) (86/100), Seven Bridges Genomics (84/100), CyVerse (78/100), Illumina BaseSpace, Chipster |
Moz Domain Authority 52/100 vs category average 37 / leader 100 - a strong backlink profile, so AI systems frequently encounter mentions of the brand.
Ranked #107,026 on the Tranco list of most-visited sites - modest traffic makes the brand easy for AI models to overlook.
No Wikipedia presence was found - a major gap, since Wikipedia is among the most heavily weighted sources in AI training data.
The homepage meta description reads "Galaxy: Open source platform for accessible, reproducible, and transparent computational research" (Meta description: 11 words (ideal length). OG description present and descriptive) - this is the summary AI engines are most likely to quote.
Structured data on the homepage: og:title, og:description, og:type, Twitter cards. Adding Organization and FAQ schema would further help AI crawlers parse the brand's identity.
AI-crawler access: robots.txt present, no AI bot restrictions - robots.txt controls whether engines like GPTBot and ClaudeBot can read the site at all.
Detected tech stack: Nginx, Vue.
Social footprint: verified profiles on GitHub, X (Twitter), Facebook, Instagram, YouTube; no detected presence on LinkedIn - consistent profiles reinforce the brand's identity across the web.
0 Reddit mentions - community discussion signals real-world reputation to AI models.
Live results from asking a general-purpose AI assistant about the brand, checked September 2026.
When asked "What is Galaxy?", Claude could identify the brand as of September 2026. Galaxy is an open-source, web-based platform for accessible, reproducible, and transparent computational research, widely used in bioinformatics and genomics for tasks like sequence analysis and data processing without requiring programming expertise. Best known for An open-source web platform enabling researchers to run bioinformatics and genomic data analysis workflows without coding.
When asked "Best brands similar to Galaxy?", Claude would recommend Galaxy as of September 2026. It's a leading, widely-adopted tool in the bioinformatics and scientific computing community, so it would naturally come up for similar platform recommendations.
Common questions people ask in Google, ChatGPT, Claude, Gemini, Perplexity, and other AI search engines.
Galaxy's main competitors in SaaS: DNAnexus (87/100), Terra (Broad Institute) (86/100), Seven Bridges Genomics (84/100), CyVerse (78/100).
Sources: Brand Analyzer scan
Galaxy offers a free, web-based platform for computational research that includes tools for running data analyses without programming, tracking the provenance of workflows and results, and sharing datasets, workflows, and analysis histories with other researchers.
Sources: Galaxy official site
Galaxy is an open source, web-based platform that enables accessible, reproducible, and transparent computational research. It is designed for researchers and scientists-especially in bioinformatics-who need to perform complex data analyses without requiring programming skills.
Sources: Galaxy official site
Galaxy has limited AI-search visibility, scoring 36/100 on Brand Analyzer's AI visibility composite (visibility 22, trust 29, recommendation 68). This estimates how likely AI engines like ChatGPT, Claude, Gemini and Perplexity are to know, trust, and recommend the brand.
Sources: Galaxy official site
Galaxy provides a free, web-based environment where users can run complex computational analyses through a no-code interface. It automatically tracks the provenance of data and analyses, allowing datasets, workflows, and histories to be fully documented and shared with others for reproducibility.
Sources: Galaxy official site
Galaxy scores 68/100 on Brand Analyzer's AI recommendation signal, indicating it is reasonably likely to be surfaced when AI assistants like ChatGPT suggest SaaS options. Recommendation depends on crawlability, structured data, and category authority.
Sources: Galaxy official site
Galaxy is known for being an open source, no-code platform that makes computational research-particularly in bioinformatics-accessible to scientists without programming expertise, while ensuring reproducibility and transparency through automatic tracking of data provenance and workflow sharing.
Sources: Galaxy official site
Galaxy can improve AI discoverability by strengthening structured data (Organization and FAQ schema), maintaining an accurate Wikipedia/Wikidata entity, earning authoritative citations, and keeping content crawlable for AI bots. Brand Analyzer measures these as visibility, trust, and recommendation signals.
Sources: Galaxy official site
Galaxy is used by researchers, scientists, and data analysts, particularly those in bioinformatics and computational science, who need accessible and reproducible tools for data-intensive research but lack extensive programming expertise.
Sources: Galaxy official site
Galaxy is popular because it removes the programming barrier for complex computational research, allowing scientists without coding skills to perform data-intensive analyses. Its emphasis on automatic provenance tracking and full sharing of datasets, workflows, and histories supports reproducibility and transparency, which are highly valued in scientific research, particularly in bioinformatics.
Sources: Galaxy official site
Galaxy scores 36/100 for AI visibility - how well ChatGPT, Claude, Perplexity and Google AI Overviews can discover, identify and cite the brand.
Galaxy has a weak AI-visibility profile at 36/100 - a proxy for how readily ChatGPT, Perplexity and Google's AI Overviews can recognise and cite it. Its strongest area is recommendation likelihood (68/100) and its weakest is visibility (22/100). It benefits from a Wikidata knowledge-graph entry, a global traffic rank of #107,026 (Tranco) and a Moz Domain Authority of 52/100. The main gaps holding it back: no clear Wikipedia entity to anchor it in LLM training data, thin schema.org structured data and no llms.txt to steer AI to its best pages. In a live check, Claude could already identify Galaxy from memory (September 2026) - a sign these signals are paying off.
The score combines seven dimensions - name quality, digital presence, visual identity, messaging clarity, trust foundation, AI discoverability, and brand authority - into a single objective benchmark.
Ranked closest to Galaxy: Futuri (80/100), Fusion by Ensora Health (80/100), Galileo (80/100), Gallabox (80/100).
A step up - brands to learn from: Zutobi (81/100), Zuppler (81/100).
Category leader: Hostinger (97/100).
Brand Analyzer is built by DataEase AI. Track your brand in ChatGPT, Gemini and Perplexity.