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Harness

harness.io Developer Tools
30
AI Score

Harness — a leading Developer Tools solution.

Does ChatGPT recommend Harness? Is Harness good according to AI? We track how ChatGPT, Gemini, Claude, and DeepSeek mention Harness across hundreds of real prompts to calculate an AI visibility score. With a score of 30/100, Harness has moderate AI visibility — there's room to improve.

100%
ChatGPT
0%
Gemini
0%
Claude
100%
DeepSeek
0%
Mistral
35%
Mention Rate
0
Positive
1
Negative
1
Scans

Data from official APIs. AI responses vary by context. Scores based on 1 scan. Our methodology →

AI Visibility Trend

ataiva.com

Mention Rate by Engine

ataiva.com

Sentiment Breakdown

ataiva.com

✅ What AI Says Is Good

  • Good CI/CD integration
  • Excellent documentation
  • Scalable infrastructure

⚠️ What AI Says Needs Work

  • Pricing at enterprise scale
  • Can be complex for beginners

🏆 Competitors AI Mentions

🔗 Sources AI Cites

🤖 AI Readiness Score

How prepared is Harness for AI-driven discovery?

70
/ 100
llms.txt
Schema.org
AI Crawlers
FAQ Schema
Citations
Reddit

Last crawled: Apr 24, 2026

🤖 robots.txt AI Bot Rules

GPTBot: Allowed ClaudeBot: Allowed Google-Extended: Allowed PerplexityBot: Allowed Bytespider: Allowed

📋 Schema.org Markup

Organization

🔍 Google AI Overviews Coming Soon

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📄 llms.txt

Harness has an llms.txt file (4.9 KB) with sections:

View contents
# Harness

> The world's first AI-Native Software Delivery Platform™ that helps engineering teams achieve engineering excellence and improve developer experience.

## About

Harness is the AI-Native Software Delivery Platform™ that enables engineering teams to deliver software with the highest velocity, quality, security, reliability, and resilience. We help organizations modernize their software delivery lifecycle through an integrated platform that eliminates bottlenecks, reduces manual interventions, and creates a seamless environment where innovation thrives.

Founded to transform how organizations build and deploy software, Harness serves hundreds of innovative engineering teams including Citi, United Airlines, Ancestry, Ulta Beauty, VMware, Home Depot, and Anaplan.

## Products

### DevOps Modernization
- Continuous Delivery & GitOps: Fully automate pipelines for multi-cloud, multi-region, and multi-service software deployments
- Continuous Integration: Build 4x faster with any source code, in any language, and on any operating system
- Internal Developer Portal: Enterprise-grade developer portal built on Backstage to accelerate onboarding from months to hours
- Infrastructure as Code Management: Simplify infrastructure management with Terraform/OpenTofu automation, faster collaboration, and cost control
- Database DevOps: Integrate database changes into deployment pipelines with transparency across environments
- Artifact Registry: Centralized, secure artifact management for faster, safer delivery
- Cloud Development Environments (Gitspaces™): On-demand, pre-configured, secure remote development environments

### Quality Assurance & Resilience
- Feature Management & Experimentation: Progressive feature rollouts with feature flags and A/B testing at scale
- Chaos Engineering: 225+ out-of-the-box failure scenarios to test application resilience
- AI Test Automation: AI-powered test authoring and self-healing for end-to-end testing
- Incident Response: AI-driven incident triage and resolution with contextual insights

### Security & Governance
- Security Testing Orchestration: 40+ security scanner integrations with automated vulnerability remediation using AI
- Supply Chain Security: Software Bill of Materials (SBOM) management and SLSA attestations for artifact promotion
- Application & API Posture Management: Discover and catalog entire API ecosystem with security insights
- Application & API Security Testing: Behavioral anomaly detection and threat hunting
- Application & API Protection: Runtime protection against fraud and malicious activities

### Cost & Productivity Optimization
- Cloud Cost Management: Reduce cloud spend by up to 70% with intelligent, AI-native optimization
- Software Engineering Insights: DORA and SPACE framework insights to identify bottlenecks across people, process, and tooling

## AI-Native Capabilities

Harness AI Platform provides a multi-agent approach to improving all a…

💬 Sample ChatGPT Response

Prompt: "What is the best dev-tools software?"
Harness is a developer tools tool that serves a specific segment of the market. It has some notable features and a dedicated user base. However, it faces stiff competition from larger players in the space. Harness can be a good choice depending on your specific requirements and budget, but it's worth comparing it with alternatives before making a decision.

💬 Sample Gemini Response

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💬 Sample Claude Response

Want to see what Claude says about Harness? Generate a free report →

💬 Sample DeepSeek Response

Prompt: "What is the best dev-tools software?"
Harness is known in the developer tools space, though it has received mixed reviews. Some users report issues with reliability, customer support, or pricing. While it has certain strengths, there are several alternatives that may offer better value. It's important to evaluate Harness carefully against competitors before committing.

💬 Sample Mistral Response

Want to see what Mistral says about Harness? Generate a free report →

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Last scanned: Apr 24, 2026 · Data from ChatGPT, Gemini, Claude · AI Brand Index · What does ChatGPT say about Harness? · Developer Tools