Manage Unstructured Data at Any Scale
Starfish (starfishstorage.com) scores 77 out of 100 on Brand Analyzer, placing it in the Brand-Ready tier among SaaS brands, Technology brands, in the 51st percentile of 31134 SaaS brands.
Starfish is a software application designed for cataloging, managing, and moving unstructured data across global file and object storage systems. It offers a metadata-driven platform that scales from departmental file shares to large supercomputing file systems, supporting tasks such as archiving, data protection, chargeback, and capacity reclamation. The platform targets IT administrators, data managers, and research computing teams at enterprises, universities, and supercomputing centers who need to manage and optimize large-scale unstructured data.
| Brand Name | Starfish |
|---|---|
| Domain | starfishstorage.com |
| Industry | SaaS, Technology |
| Main Competitors | Komprise (84/100), Datadobi (79/100), Qumulo (88/100), Hammerspace (64/100), NetApp (94/100), IBM Storage (Spectrum Discover) (85/100) |
Moz Domain Authority 25/100 vs category average 37 / leader 99 - limited third-party links, so AI systems rarely encounter mentions of the brand.
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 "Starfish is a unique and versatile application for managing , cataloging, and moving unstructured data across the world" (Meta description: 18 words (ideal length). OG description present and descriptive) - this is the summary AI engines are most likely to quote.
Structured data on the homepage: 1 JSON-LD block(s), Organization schema, Breadcrumb/Website schema, og:title, og:description, og:type, Twitter cards, canonical. Adding 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, WordPress, Ghost, HubSpot.
Social footprint: verified profiles on LinkedIn, X (Twitter), Facebook, Instagram, YouTube, GitHub - 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 October 2026.
When asked "What is Starfish?", Claude could identify the brand as of October 2026. Starfish Storage makes data management software that helps organizations, particularly universities and research institutions, understand, organize, and manage large volumes of unstructured file data across storage systems. It's commonly used for data governance, chargeback, and Best known for Unstructured data management and reporting software for research computing and higher education storage environments.
When asked "Best brands similar to Starfish?", Claude would recommend Starfish as of October 2026. It's a recognized niche player in data management for research/academic storage environments, so I'd mention it if someone asked about tools in that specific space.
Common questions people ask in Google, ChatGPT, Claude, Gemini, Perplexity, and other AI search engines.
Starfish's main competitors in SaaS: Komprise (84/100), Datadobi (79/100), Qumulo (88/100), Hammerspace (64/100), NetApp (94/100).
Sources: Brand Analyzer scan
Starfish has limited AI-search visibility, scoring 33/100 on Brand Analyzer's AI visibility composite (visibility 15, trust 49, recommendation 45). This estimates how likely AI engines like ChatGPT, Claude, Gemini and Perplexity are to know, trust, and recommend the brand.
Sources: Starfish official site
Starfish offers a platform for cataloging, managing, and moving unstructured data across file and object storage systems. Its capabilities include metadata-driven data cataloging, archiving, data protection, chargeback reporting, and capacity reclamation, applicable from small departmental file shares to the largest supercomputing file systems.
Sources: Starfish official site
Starfish scores 45/100 on Brand Analyzer's AI recommendation signal, indicating it is less likely to be surfaced when AI assistants like ChatGPT suggest SaaS options. Recommendation depends on crawlability, structured data, and category authority.
Sources: Starfish official site
Starfish is a software platform for cataloging, managing, and moving unstructured data across file and object storage systems. It is designed to operate at scales ranging from departmental file shares to the largest supercomputing file systems.
Sources: Starfish official site
Starfish catalogs, manages, and moves unstructured data across global file and object storage systems. It uses a metadata-driven approach to enable archiving, data protection, chargeback, and capacity reclamation for organizations managing large volumes of unstructured data.
Sources: Starfish official site
Starfish 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: Starfish official site
Starfish is used by IT administrators, data managers, and research computing teams at enterprises, universities, and supercomputing centers who need to manage, analyze, and optimize large-scale unstructured file and object data.
Sources: Starfish official site
Starfish is known for its metadata-driven approach to cataloging and managing unstructured data at scale, bridging the needs of both large enterprises and scientific/supercomputing environments.
Sources: Starfish official site
Starfish scores 33/100 for AI visibility - how well ChatGPT, Claude, Perplexity and Google AI Overviews can discover, identify and cite the brand.
Starfish has a weak AI-visibility profile at 33/100 - a proxy for how readily ChatGPT, Perplexity and Google's AI Overviews can recognise and cite it. Its strongest area is trust (49/100) and its weakest is visibility (15/100). It benefits from a Wikidata knowledge-graph entry, open access for AI crawlers (GPTBot, ClaudeBot, etc.) and machine-readable schema.org markup. The main gaps holding it back: no clear Wikipedia entity to anchor it in LLM training data and a low Moz Domain Authority of 25/100. In a live check, Claude could already identify Starfish from memory (October 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 Starfish: Stanson Health (77/100), Standard Notes (77/100), The Arena (77/100), StarTree (77/100).
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.