Slurm Support and Development
SchedMD (schedmd.com) earns a Brand Analyzer score of 61 out of 100, placing it in the Developing tier among SaaS brands, Technology brands. Among 12358 SaaS brands analyzed, SchedMD ranks in the 15th percentile (category average 69, leader 97). 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. Dimension scores: Name Quality 85/100, Digital Presence 71/100, Visual Identity 87/100, Messaging Clarity 100/100, Trust Foundation 27/100, AI Discoverability 62/100, Brand Authority 29/100.
SchedMD is an American software company founded in 2010 and headquartered in Livermore, currently owned by Nvidia. It is the core organization behind Slurm, a leading open-source workload manager and cluster management software for high-performance computing (HPC). SchedMD provides commercial support, development, training, installation, and configuration services for Slurm, which is deployed on over half of the top TOP500 supercomputing systems worldwide. Its clients include government laboratories, universities, and enterprises with demanding HPC requirements.
| Brand Name | SchedMD |
|---|---|
| Domain | schedmd.com |
| Industry | SaaS, Technology |
| Founded | 2010 |
| Headquarters | Livermore |
| Parent Company / Owner | Nvidia |
| Main Competitors | IBM Spectrum LSF (95/100), Altair PBS Works, Univa Grid Engine, Platform Computing (95/100), Bright Computing, Microsoft Azure HPC |
SchedMD has a dedicated Wikipedia entity - a top-weighted signal AI models rely on to identify and describe the brand.
The homepage meta description reads "SchedMD offers Slurm Support. Slurm is an HPC workload manager and cluster management software. Get expert support from SchedMD today!" (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:type, canonical. 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.
Social footprint: verified profiles on GitHub, Instagram; no detected presence on X (Twitter), LinkedIn, Facebook, YouTube - consistent profiles reinforce the brand's identity across the web.
0 Reddit mentions - community discussion signals real-world reputation to AI models.
SchedMD scores 33/100 for AI visibility - how well ChatGPT, Claude, Perplexity and Google AI Overviews can discover, identify and cite the brand.
SchedMD 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 recommendation likelihood (56/100) and its weakest is trust (4/100). It benefits from a recognised Wikipedia company entity and open access for AI crawlers (GPTBot, ClaudeBot, etc.). The main gaps holding it back: no strong Wikidata entry, thin schema.org structured data and no llms.txt to steer AI to its best pages.
Common questions people ask in Google, ChatGPT, Claude, Gemini, Perplexity, and other AI search engines.
SchedMD's primary offering is commercial support for Slurm, the open-source HPC workload manager. Its services include expert technical support, software development, training, installation, and configuration of Slurm for high-performance computing environments. SchedMD also provides customization services to adapt Slurm to the specific operational requirements of individual HPC centers, serving clients ranging from government laboratories to academic institutions and private enterprises.
Sources: SchedMD official site
SchedMD's main competitors include IBM Spectrum LSF (95/100), Altair PBS Works, Univa Grid Engine, Platform Computing (95/100), Bright Computing. These companies compete in the SaaS space for similar customers, offering comparable products or services.
Sources: SchedMD official site
SchedMD and IBM Spectrum LSF are competitors in SaaS. Brand Analyzer scores SchedMD at 61/100 and IBM Spectrum LSF at 95/100. They target overlapping audiences; the right choice depends on your specific needs and priorities.
Sources: SchedMD official site
SchedMD is an American software company founded in 2010, headquartered in Livermore, and owned by Nvidia. It is the core company behind Slurm, a widely used open-source workload manager and cluster management software designed for high-performance computing environments. SchedMD serves as the primary commercial entity responsible for Slurm's ongoing development and provides expert services to HPC centers around the world.
Sources: SchedMD official site
SchedMD provides expert support, development, training, installation, and configuration services for the Slurm workload manager. The company helps high-performance computing centers deploy and optimize Slurm for managing compute cluster workloads. It also offers customization services tailored to the specific needs of government laboratories, universities, and enterprises operating large-scale HPC infrastructure.
Sources: SchedMD official site
Popular alternatives to SchedMD include IBM Spectrum LSF (95/100), Altair PBS Works, Univa Grid Engine, Platform Computing (95/100), Bright Computing. Each is an established option in the SaaS space; the best fit depends on your specific needs, budget, and required features.
Sources: SchedMD official site
SchedMD has limited AI-search visibility, scoring 33/100 on Brand Analyzer's AI visibility composite (visibility 40, trust 4, recommendation 56). This estimates how likely AI engines like ChatGPT, Claude, Gemini and Perplexity are to know, trust, and recommend the brand.
Sources: SchedMD official site
SchedMD has strong indicators of trustworthiness. It is the core organization behind Slurm, which is deployed on over half of the top TOP500 supercomputing systems worldwide - a distinction reflecting broad institutional confidence. Its clients include government laboratories and universities, which typically apply rigorous vendor evaluation processes. Additionally, SchedMD is owned by Nvidia, a major publicly traded technology corporation, adding a layer of organizational accountability.
Sources: SchedMD official site
SchedMD is best known as the core company behind Slurm, the leading open-source HPC workload manager. Slurm is deployed on over half of the top TOP500 supercomputing systems globally, making it the dominant scheduler in the high-performance computing industry. SchedMD's association with Slurm's development and its role as the premier commercial support provider for the software define its reputation in the HPC community.
Sources: SchedMD official site
SchedMD was founded in 2010. SchedMD operates in the SaaS category. It is analyzed by Brand Analyzer across seven brand dimensions and AI-search visibility.
Sources: Wikidata
SchedMD is headquartered in Livermore. SchedMD operates in the SaaS category.
Sources: Wikidata
SchedMD is popular primarily because Slurm, the software it develops and supports, is the leading open-source workload manager used in over half of the top TOP500 HPC systems worldwide. Organizations that rely on Slurm for their cluster management naturally turn to SchedMD as the authoritative source of commercial support and expertise. The combination of an open-source product with professional enterprise-grade support makes SchedMD attractive to government labs, universities, and large enterprises.
Sources: SchedMD official site
SchedMD scores 56/100 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; a Wikipedia presence helps.
Sources: SchedMD official site
SchedMD's services are used by organizations with high-performance computing needs, specifically government laboratories, universities, and companies operating large-scale compute clusters. Because Slurm runs on over half of the top TOP500 supercomputing systems, SchedMD's user base spans some of the most computationally intensive institutions in the world, including national research labs, academic supercomputing centers, and enterprises in industries requiring heavy computational workloads.
Sources: SchedMD official site
SchedMD 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: SchedMD official site
Ranked closest to SchedMD: Samadhan ERP (61/100), Sales Playbook Builder (61/100), Scout Talent (61/100), SEO Tool Pro (61/100).
A step up - brands to learn from: ZyG (71/100), Zuant (71/100).
Category leader: Accenture (97/100).