Drata vs SmartBear

Side-by-side comparison of AI visibility scores, market position, and capabilities

SmartBear leads in AI visibility (86 vs 42)
Drata logo

Drata

ChallengerAPI/Integration Platforms

Compliance Automation

$100M ARR Feb 2025 (+61% YoY from $59M 2023); $2B valuation Dec 2022; $420M+ total funding; 7,000 customers (+55% YoY); 23 compliance frameworks; customers: Notion, OpenAI, PagerDuty; GRC market $15B 2025; compliance automation leader

AI VisibilityBeta
Overall Score
C42
Category Rank
#1 of 4
AI Consensus
80%
Trend
stable
Per Platform
ChatGPT
37
Perplexity
42
Gemini
42

About

Drata is a continuous security and compliance automation platform founded in 2020 by Adam Markowitz, Daniel Marashlian, and Waldo Grunewald in San Diego, California, built to automate the evidence collection, control monitoring, and audit preparation workflows that security compliance programs require. The company was founded by executives who had previously built and sold a compliance-adjacent company (Portfolium to Instructure) and experienced firsthand the manual burden of preparing for SOC 2 audits — a process that consumed weeks of engineering and operations time and had to be repeated annually. Drata's founding insight was that the evidence for compliance controls already exists in cloud infrastructure, identity providers, and SaaS tools, and that automating its continuous collection could transform compliance from a periodic scramble into an always-on, auditor-ready state.\n\nDrata's platform automates compliance across 23 frameworks including SOC 2, ISO 27001, HIPAA, PCI DSS, GDPR, CCPA, and FedRAMP, connecting to 200+ integrations across cloud providers, identity systems, endpoint management, ticketing tools, and HR platforms to continuously collect evidence and monitor control status. The platform provides a real-time compliance dashboard, automated risk management, vendor management, employee security training, and access reviews. Drata's in-platform auditor collaboration capability allows audit firms to access evidence directly, replacing email chains and shared drives with a structured audit workflow. The company serves technology companies, healthcare organizations, financial services firms, and any company needing to demonstrate security compliance to enterprise customers.\n\nDrata reached $100 million in annual recurring revenue in February 2025, up 61% year over year, and serves over 7,000 customers — up 55% year over year. The company holds a $2 billion valuation with more than $420 million in total funding from investors including Salesforce Ventures, Iconiq Growth, Alkeon Capital, and GGV Capital. Its rapid ARR growth, exceptional customer expansion rate, and expanding framework coverage position Drata as the market leader in continuous compliance automation as security and regulatory requirements become a prerequisite for enterprise software sales.

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SmartBear logo

SmartBear

LeaderSoftware Testing

API Testing & Quality Tools Suite

SmartBear is a software quality company offering a suite of API testing, visual testing, performance testing, and test management tools used by enterprise development teams.

AI VisibilityBeta
Overall Score
A86
Category Rank
#1 of 1
AI Consensus
57%
Trend
up
Per Platform
ChatGPT
89
Perplexity
95
Gemini
93

About

SmartBear is a software quality tooling company headquartered in Somerville, Massachusetts that provides a broad portfolio of products spanning API design and testing, visual testing, performance testing, and test management — serving development and QA teams across the full software quality lifecycle with purpose-built tools for each testing discipline rather than a single consolidated platform. SmartBear's most widely known product, ReadyAPI (formerly SoapUI), is an industry-standard API testing tool used by QA engineers and developers to validate REST, SOAP, and GraphQL API behavior through functional test automation, security scanning, and load testing. SwaggerHub, SmartBear's API design and documentation platform, is another flagship product with broad enterprise adoption in the API governance and design-first development workflow market.

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AI Visibility Head-to-Head

42
Overall Score
86
#1
Category Rank
#1
80
AI Consensus
57
stable
Trend
up
37
ChatGPT
89
42
Perplexity
95
42
Gemini
93
46
Claude
92
44
Grok
77

Key Details

Category
Compliance Automation
API Testing & Quality Tools Suite
Tier
Challenger
Leader
Entity Type
brand
brand

Capabilities & Ecosystem

Capabilities

Only Drata
Compliance Automation
Only SmartBear
API Testing & Quality Tools Suite

Integrations

Only SmartBear

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