DeepSource
DeepSource is an AI-powered code review platform that helps engineering teams from startups to Fortune 500s detect security vulnerabilities, bugs, and code quality issues on every pull request via a hybrid static analysis and AI agent engine, sold through PLG and enterprise sales.
- Company typePrivate
- Founded2020
- HeadquartersSan Francisco, United States
- Headcount11–50
- GTM typeB2B
- OfferingSoftware
What DeepSource does
DeepSource is an AI-powered code review and DevSecOps platform that helps software engineering teams detect bugs, security vulnerabilities, anti-patterns, and dependency risks on every pull request. The product is built on a proprietary hybrid analysis engine combining a deterministic static analysis layer (5,000+ rules across 30+ programming languages) with an AI review agent for deeper semantic code understanding. Adjacent modules include SAST, SCA with reachability analysis, code quality, infrastructure-as-code security, secrets detection, license compliance, and compliance reporting mapped to OWASP Top 10 and SANS/CWE Top 25. Validated accuracy includes an 84.51% F1 score on the OpenSSF CVE Benchmark (leading all tested tools including Cursor BugBot, Devin Review, and OpenAI Codex) and a 92.78% F1 score on a proprietary secrets detection benchmark.
The platform is delivered as a SaaS offering with a hybrid go-to-market: a self-serve, product-led growth motion with a 14-day free trial, a free tier for public open-source repositories, and a Team tier at $24 per user per month, complemented by an enterprise sales motion with self-hosted deployment, BYOK for AI Review, SSO, custom SLA, and dedicated account management. Distribution runs through native integrations with GitHub, GitLab, Bitbucket, and Azure DevOps, plus marketplace listings and a GraphQL API and webhook system; the April 2026 launch of an MCP Server extends the platform into AI coding agent workflows.
The company was founded in 2020 as part of Y Combinator's Winter 2020 batch, is headquartered in San Francisco, and has raised approximately $7.6M in disclosed funding (a 2020 seed led by 645 Ventures and a 2022 round led by the Y Combinator Continuity Fund). It serves 6,000+ customers ranging from startups and open-source projects to Fortune 500 enterprises and government agencies, including NASA, Ancestry, and Babbel.
DeepSource firmographics
Firmographics- Name
- DeepSource
- Legal name
- DeepSource Corp.
- Website
- https://deepsource.com
- Company type
- Private
- Founded year
- 2020
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Short description
- DeepSource is an AI-powered code review platform that helps engineering teams from startups to Fortune 500s detect security vulnerabilities, bugs, and code quality issues on every pull request via a hybrid static analysis and AI agent engine, sold through PLG and enterprise sales.
- Ownership category
- akta.pro rank
DeepSource industry classification
Industry- Product category
- DevSecOps / AI Code Review Software
- NAICS
- Software Publishers (513210)
- SIC
- Services-Prepackaged Software (7372)
- akta.pro primary industry
- Application Security Testing (SAST/DAST/IAST/SCA) (HDADACAC)
- akta.pro secondary industry
- Model Security Testing & Red Teaming (adversarial ML, jailbreaks) (HDAAAKAC)
Keywords
Where DeepSource is headquartered
LocationHeadquarters
- HQ city
- San Francisco
- HQ country
- United States
- HQ region
- North America
Offices1 record
Markets served
DeepSource business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Marketing or Sales, Infrastructure, Operations
Revenue model
- SaaS Subscription (Team Tier): Per-user monthly subscription model at $24/user/month billed annually. Includes unlimited repositories, unlimited PR reviews, unlimited code formatting, and AI Review with $100 annual credit per user.
- SaaS Subscription (Enterprise Tier): Custom pricing for enterprise deployments including self-hosted option, BYOK for AI Review, SSO, priority support with SLA, manual invoicing, and dedicated account manager.
- AI Review Usage-based: Pay-as-you-go AI Review credits: Standard tier at $8/10K processed LOC, Advanced tier at $15/10K processed LOC. Included in Team plan with $100 annual credit per user.
- Open Source Free Tier: Free tier for public repositories with unlimited PR reviews, 1,000/month AI Review and Autofix, and 1,000/month code formatting. OSS Vulnerability Scanning available as pay-as-you-go.
- SCA (Software Composition Analysis): OSS Dependency Scanning with 3 targets included, additional targets at $8/month. Includes vulnerability scanning and license compliance for monorepos.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Freemium | Monthly | Free tier for open source and public repositories |
| Subscription | Annual | Team tier at $24/user/month billed annually |
| Subscription | Multi-year contract | Enterprise tier with custom pricing |
| Subscription | Monthly | SCA add-on starting at $8/month |
Go-to-market motion2 records
Distribution channels5 records
Marketing channels6 records
DeepSource product offering
Product offeringCore offering
DeepSource sells an AI Code Review Platform that runs automated security and quality analysis on every pull request. It unifies SAST, SCA (with reachability analysis), code quality static analysis, and IaC security scanning into a single product, complemented by an Autofix AI agent and an MCP Server that exposes review capabilities to AI coding agents. Customers buy access via SaaS subscriptions with optional add-ons for secrets detection, license compliance, and code coverage.
Product overview
DeepSource is an AI Code Review Platform that unifies multiple security and quality capabilities into a single integrated product. The core platform consists of AI Review and Autofix, powered by a proprietary hybrid analysis engine combining 5,000+ deterministic static analysis rules with AI agents. The platform modules include: SAST for static application security testing, SCA for software composition analysis and supply chain security, Code Quality for static code analysis, and IaC Security for infrastructure-as-code scanning. Additional add-on capabilities include Code Coverage tracking, Secrets Detection (validated against 165+ providers), License Compliance analysis, and Compliance Reporting (OWASP Top 10, SANS Top 25). The platform also offers an MCP Server for AI agent integration and a full GraphQL API with webhooks. Pricing tiers include Open Source (free for public repositories), Team ($24/user/month annual), and Enterprise (custom pricing with SSO, self-hosted deployment, and BYOK options).
Differentiator
Problem solved
Functional benefit
Products and services
- SAST (Static Application Security Testing)
Quantifiable outcome
- 84.51% F1 score on OpenSSF CVE Benchmark vs next best 80.45% (Cursor BugBot)
- +4 more outcomes
Companies that use DeepSource
Customer profileNamed customers10 records
Segments3 records
Ideal customer profiles3 records
DeepSource technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
Integration11 records
AI capability6 records
Feature7 records
DeepSource partnerships and signals
Strategic signalScale indicators6 records
Recent moves5 records
Expansion highlights6 records
DeepSource competitors and assessment
Company assessmentDirect peers
- CodeRabbit: AI-powered code review tool operating inside pull requests — directly competes with DeepSource's AI Review on the same PR-time surface with an LLM-first approach.
- Checkmarx: Enterprise application security testing platform (SAST, SCA, IaC) — competes head-to-head with DeepSource for AppSec budget at large enterprises with established security programs.
- Snyk: Developer-first security platform offering SAST, SCA, secrets detection, and IaC scanning — the most direct competitor to DeepSource across the same product surface and developer buyer persona.
- Semgrep: Open-source-friendly static analysis engine (SAST) targeting AppSec engineers with customizable rules — directly comparable to DeepSource's rule-based code analysis capabilities and developer-led adoption model.
- Sonar (SonarQube/SonarCloud): Code quality and security platform with broad language coverage and static analysis rules — overlaps with DeepSource's code quality and SAST modules for engineering teams standardizing on a single tool.
- Veracode: Enterprise-grade SAST/SCA platform serving large organizations with compliance reporting — directly comparable to DeepSource's enterprise tier and its OWASP/SANS compliance reporting features.
- Mend (formerly WhiteSource): SCA and application security platform focused on open source dependency risk — closely comparable to DeepSource's SCA module and reachability analysis capabilities.
- Codacy: Automated code quality and security platform with static analysis across languages — closely aligned with DeepSource's code quality engine and self-serve PLG GTM targeting engineering teams.
Broad incumbents
- GitHub Advanced Security: Bundled SAST (CodeQL), secrets scanning, and dependency review inside GitHub — represents the most significant bundling threat to DeepSource since it ships natively with the SCM most customers already use.
- GitLab (Ultimate): Integrated DevSecOps platform with built-in SAST, SCA, IaC, and secrets detection — competes with DeepSource as a broader platform play for organizations standardizing on GitLab as their SCM and CI/CD.
Market position
Strengths5 records
Weaknesses4 records
Competitive moat5 records
Key risks5 records
Key highlights7 records
Customer concentration
DeepSource social profiles
Digital presenceDeepSource compliance and trust
Trust signalCompliance2 records
DeepSource financial estimates
Financial estimateRevenue estimate
Valuation estimate
DeepSource leadership team
Management profileNumber of profiles
Profiles2 records
DeepSource funding detail
Funding detailFunding overview
Funding rounds2 records
Investors6 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
DeepSource M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about DeepSource
What does DeepSource do?
DeepSource sells an AI Code Review Platform that runs automated security and quality analysis on every pull request. It unifies SAST, SCA (with reachability analysis), code quality static analysis, and IaC security scanning into a single product, complemented by an Autofix AI agent and an MCP Server that exposes review capabilities to AI coding agents. Customers buy access via SaaS subscriptions with optional add-ons for secrets detection, license compliance, and code coverage.
Is DeepSource a public or private company?
DeepSource is a private company. It is classified as venture growth investor backed and is currently operating.
When was DeepSource founded?
DeepSource was founded in 2020. It employs 11 to 50 people.
Where is DeepSource based?
DeepSource is headquartered in San Francisco, United States, in the North America region.
How does DeepSource make money?
Five revenue lines are on record. SaaS Subscription (Team Tier) is the primary driver. The others are saaS Subscription (Enterprise Tier), AI Review Usage-based, open Source Free Tier and SCA (Software Composition Analysis).
Who are DeepSource's main competitors?
Direct peers on record are CodeRabbit, Checkmarx, Snyk, Semgrep, Sonar (SonarQube/SonarCloud), Veracode, Mend (formerly WhiteSource) and Codacy. Broad incumbents are GitHub Advanced Security and GitLab (Ultimate).
Does DeepSource have an API?
Yes. Full GraphQL API and real-time webhook events for bringing DeepSource into workflows. Available to Team and Enterprise users. Developer documentation is at docs.deepsource.com.
What industry is DeepSource in?
DeepSource's product category is DevSecOps / AI Code Review Software. Its primary akta.pro industry code is HDADACAC, Application Security Testing (SAST/DAST/IAST/SCA), with a secondary code of HDAAAKAC, Model Security Testing & Red Teaming (adversarial ML, jailbreaks). Its NAICS code is 513210 and its SIC code is 7372.