Turn hybrid data into AI-ready intelligence
HPE Data Fabric Software (mapr.com) scores 78 out of 100 on Brand Analyzer, placing it in the Brand-Ready tier among SaaS brands, Technology brands, in the 57th percentile of 37427 SaaS brands.
HPE Data Fabric Software, offered by Hewlett Packard Enterprise under the mapr.com domain, is a SaaS technology solution designed to unify, manage, and govern distributed data across hybrid and multi-cloud environments. It aims to create an AI-ready data foundation with AI-powered governance and compliance capabilities, enabling organizations to turn hybrid data into actionable intelligence. The product targets enterprise IT leaders, data architects, and organizations pursuing AI and analytics initiatives. It builds on technology originally developed by MapR, founded in 2000.
| Brand Name | HPE Data Fabric Software |
|---|---|
| Domain | mapr.com |
| Industry | SaaS, Technology |
| Founded | 2000 |
| Parent Company / Owner | Hewlett Packard Enterprise (HPE) |
| Main Competitors | IBM (73/100), Cloudera (83/100), Dell Technologies (91/100), NetApp (94/100), Denodo (87/100), Informatica (91/100), Talend (89/100) |
Moz Domain Authority 64/100 vs category average 37 / leader 98 - a strong backlink profile, so AI systems frequently encounter mentions of the brand.
Ranked #309,742 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 "Create an AI-ready data foundation with HPE Data Fabric Software by unifying, managing, and governing distributed data across hybrid environments." (Meta description: 20 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:image, og:type, canonical. Adding Organization and FAQ schema would further help AI crawlers parse the brand's identity.
AI-crawler access: No robots.txt found (default: all bots allowed, but explicit file preferred) - robots.txt controls whether engines like GPTBot and ClaudeBot can read the site at all.
Social footprint: verified profiles on LinkedIn, X (Twitter), Instagram, YouTube, GitHub; no detected presence on Facebook - 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 HPE Data Fabric Software?", Claude could identify the brand as of October 2026. HPE Data Fabric Software (formerly MapR) is a distributed data storage and management platform that provides a unified file system, object store, and NoSQL database for big data and AI workloads across on-premises and cloud environments. HPE acquired MapR's technology assets in 2 Best known for its distributed file system and converged data platform for big data analytics, originally developed by MapR before HPE acquired the technology.
When asked "Best brands similar to HPE Data Fabric Software?", Claude would recommend HPE Data Fabric Software as of October 2026. It's a legitimate enterprise-grade data fabric solution worth mentioning for large-scale data management and AI/analytics infrastructure, though it's more niche than mainstream cloud storage platforms.
Common questions people ask in Google, ChatGPT, Claude, Gemini, Perplexity, and other AI search engines.
HPE Data Fabric Software's main competitors in SaaS: IBM (73/100), Cloudera (83/100), Dell Technologies (91/100), NetApp (94/100), Denodo (87/100).
Sources: Brand Analyzer scan
HPE Data Fabric Software has limited AI-search visibility, scoring 40/100 on Brand Analyzer's AI visibility composite (visibility 30, trust 37, recommendation 61). This estimates how likely AI engines like ChatGPT, Claude, Gemini and Perplexity are to know, trust, and recommend the brand.
HPE Data Fabric Software was founded in 2000. HPE Data Fabric Software operates in the SaaS category. It is analyzed by Brand Analyzer across seven brand dimensions and AI-search visibility.
Sources: Wikidata
HPE Data Fabric Software scores 61/100 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.
HPE Data Fabric Software 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.
HPE Data Fabric Software is a SaaS-based data management platform offered by Hewlett Packard Enterprise, built on technology originally developed by MapR (founded in 2000). It is designed to unify, manage, and govern distributed data across hybrid and multi-cloud environments, creating an AI-ready data foundation for enterprise use.
HPE Data Fabric Software scores 40/100 for AI visibility - how well ChatGPT, Claude, Perplexity and Google AI Overviews can discover, identify and cite the brand.
HPE Data Fabric Software has a limited AI-visibility profile at 40/100 - a proxy for how readily ChatGPT, Perplexity and Google's AI Overviews can recognise and cite it. Its strongest area is recommendation likelihood (61/100) and its weakest is visibility (30/100). It benefits from a Wikidata knowledge-graph entry, a global traffic rank of #309,742 (Tranco) and a Moz Domain Authority of 64/100. 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 HPE Data Fabric Software 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 HPE Data Fabric Software: Map Communications (78/100), ManyPixels (78/100), Land id (Mapright) (78/100), Marchex (78/100).
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.