# Datarobot (datarobot.com): agent-readiness 75/100, grade B

> Rank 39 of 1000 on Qomvia (rubric v2.3.0). Last scanned 2026-10-09T20:20:14.283Z. Page: https://qomvia.com/site/datarobot-com  JSON: https://qomvia.com/api/score/datarobot-com

## Summary
Category: Software and SaaS
{
  "known": true,
  "confidence": "high",
  "summary": "DataRobot is an enterprise AI platform provider that offers solutions for building, deploying, governing, and monitoring predictive, generative, and agentic AI applications. It aims to maximize impact and minimize risk for businesses by unifying complex enterprise AI environments.",
  "offerings": [
    "AI Platform",
    "Automated Machine Learning (AutoML)",
    "MLOps",
    "Generative AI solutions",
    "Agentic AI applications",
    "AI Governance"
  ],
  "audience": "Data science teams, ML engineering teams, and AI leadership teams within enterprises, especially in regulated industries such as manufacturing, financial services, and life sciences.",
  "geography": "Global",
  "strengths": [
    "Comprehensive enterprise AI platform",
    "Strong focus on MLOps and governance",
    "Automated machine learning capabilities (AutoML)",
    "Supports various AI application types (predictive, generative, agentic)",
    "Caters to the needs of regulated industries"
  ],
  "unknowns": [
    "Specific pricing models for different tiers",
    "Detailed success metrics or specific customer case studies",
    "Exact number of current active enterprise clients",
    "Specific regional market share data",
    "Full future product roadmap details"
  ],
  "alternatives": [
    "h2o.ai",
    "databricks.com",
    "dominodatalab.com",
    "alteryx.com",
    "sas.com"
  ],
  "business": "DataRobot provides an enterprise platform for building, deploying, governing, and monitoring predictive, generative, and agentic AI applications for data science, ML engineering, and AI leadership teams across regulated industries globally.",
  "competitors": [
    "h2o.ai",
    "databricks.com",
    "dominodatalab.com",
    "alteryx.com",
    "sas.com",
    "knime.com",
    "tibco.com"
  ]
}

## Score by group
- Machine access: 24/24
- Content legibility: 26/26
- Discovery surface: 12/20
- Identity & policy: 5/12
- Agent-facing performance: 8/8
- Agent protocols: 0/10
Failing checks:
- [blocker] No MCP endpoint to call
- [improvement] No machine-readable contact
- [improvement] Organisation structured data
- [improvement] Stated automated-access policy
- [improvement] No Content Signals

## AI mentions and rivals
Named in 1 AI assistant answers.
- h2o.ai: not measured
- databricks.com: not measured
- dominodatalab.com: not measured
- knime.com: not measured

## FAQ
Q: Is Datarobot readable by AI agents?
A: Datarobot (datarobot.com) scores 75 out of 100 for agent readiness, grade B, measured yesterday, on 09.10.2026. 1 of 3 agent classes we test can use the site, and 1 check currently block agents outright.

Q: What stops agents from using datarobot.com?
A: The heaviest problems are: No MCP endpoint to call; No machine-readable contact; Organisation structured data; Stated automated-access policy; No Content Signals. Each one is scored from a public HTTP response, and the fix for each is listed in the signed-in report.

Q: How is the Datarobot agent-readiness score calculated?
A: Qomvia fetches public pages of datarobot.com as an AI agent would and runs the core checks every site gets across 6 groups: Machine access, Content legibility, Discovery surface, Identity & policy, Agent-facing performance, Agent protocols. Checks are weighted by how much an agent loses when they fail, and the score is expressed out of 100.

Q: How often is this score updated?
A: Public scores are re-checked when the site is re-scanned; tracked domains are re-scanned weekly and their owners are alerted when a check regresses. This page shows the scan from yesterday, on 09.10.2026.

## Related
- Leaderboard: https://qomvia.com/leaderboard — category ranking: https://qomvia.com/leaderboard/saas-software
- Score another site: https://qomvia.com/