What AI says about DeepSource
Data as of Oct 26, 2026Based on 8,807 AI responses
Reviewed by Dimitry Apollonsky
AI summary
DeepSource provides an automated code review and static analysis platform that flags security vulnerabilities, anti-patterns, and quality issues directly in pull requests. It comes up when engineering teams need to enforce consistent coding standards across repositories, automatically review community contributions, and identify technical debt.
2%
of AI answers about DeepSource and its rivals · since Jul 5
The market map
AI Developer Productivity ToolsMentioned in
- 1GitHub CopilotMentioned in 50%Avg. position 4.5
- 2CursorMentioned in 38%Avg. position 4.1
- 3CodeRabbit AIMentioned in 32%Avg. position 3.3
- 4QodoMentioned in 28%Avg. position 4.5
- 5GreptileMentioned in 18%Avg. position 4.2
- 6SonarQubeMentioned in 13%Avg. position 6.9
- 6Claude Code ActionMentioned in 12%Avg. position 5.1
- 8Sourcegraph CodyMentioned in 11%Avg. position 4.1
- 9ESLintMentioned in 10%Avg. position 4.5
- 9Claude CodeMentioned in 9%Avg. position 4.9
- 9AiderMentioned in 9%Avg. position 5.4
- 13ContinueMentioned in 7%Avg. position 4.0
- 13SemgrepMentioned in 7%Avg. position 8.4
- 13PrettierMentioned in 6%Avg. position 5.7
- 33DeepSourceMentioned in 4%Avg. position 5.4
Topics where AI mentions DeepSource
- Automated test generationAI Developer Productivity Tools6%Rank #9
- Automated code refactoring tool with pull requestsAI Developer Productivity Tools14%Rank #11
- AI-assisted code reviewAI Developer Productivity Tools3%Rank #11
- Mentioned in
- We use a version control system. Who offers a static analysis tool that comments directly on pull requests?on this question55%
Excerpts where DeepSource appeared in the AI's answer
Google AI ModeSep 19, 2026, Google AI Mode DeepSource : Automatically scans code changes on pull requests and posts inline review comments on the exact lines where antipatterns, bugs, or security vulnerabilities are detected
Google AI ModeSep 11, 2026, Google AI Mode DeepSource : Integrates tightly with GitHub, GitLab, and Bitbucket, running continuous static analysis on pull requests and posting inline comments directly on the lines where anti-patterns, security vulnerabilities, or code smells are detected.
- Automated code fix workflowsAI Developer Productivity Tools6%Rank #13
- AI-powered code style enforcementAI Developer Productivity Tools4%Rank #37
- Automated code reviewAI Code Review Tools14%Rank #7
- Open source compliance scanningDevSecOps Application Security Platforms8%Rank #7
- AI code reviewer for securityAI-Powered Code Review & SAST Tools18%Rank #8
- Large repository analysis
- Automated code quality checks
- Mentioned in
- What’s the strongest AI code reviewer for security issues?on this question20%
Excerpts where DeepSource appeared in the AI's answer
Google AI ModeSep 12, 2026, Google AI Mode DeepSource and Qodo (formerly CodiumAI) lead the market as the strongest AI code reviewers for security vulnerabilities
Google AI ModeSep 8, 2026, Google AI Mode DeepSource (AI Review): Ranks at the top of standardized security evaluations like the OpenSSF CVE Benchmark (scoring ~84.5% F1).
Excerpts where DeepSource appeared in the AI's answer
ChatGPT SearchOct 7, 2026, ChatGPT Search DeepSource explicitly provides an OWASP Top 10 report, PR comments, and its Autofix AI can put fix suggestions directly into PR comments.
ChatGPT SearchAug 15, 2026, ChatGPT Search DeepSource combines AI review with static analysis and explicitly includes OWASP Top 10 compliance reporting.
- Which AI tool handles automated refactoring with safe pull requests?on this question12%
Excerpts where DeepSource appeared in the AI's answer
Google AI ModeAug 25, 2026, Google AI Mode DeepSource is a code-quality and static-analysis platform that leverages an AI component called Autofix.
Google AI ModeJul 28, 2026, Google AI Mode Leading solutions in 2026 include Qodo (formerly CodiumAI), DeepSource , and Graphite.
How AI describes DeepSource
Common descriptions
autofix · fast · automated · one-click fixes · modern · excellent
Tone of AI’s statements about DeepSource
- Positive72%
- Neutral27%
- Mixed1%
- Negative<1%
Question: Which AI code review tools comment on pull requests with OWASP fix suggestions?
ChatGPT SearchOct 7, 2026
DeepSource explicitly provides an OWASP Top 10 report, PR comments, and its Autofix AI can put fix suggestions directly into PR comments.
ChatGPT SearchAug 15, 2026
DeepSource combines AI review with static analysis and explicitly includes OWASP Top 10 compliance reporting.
ChatGPT SearchAsk ChatGPT yourself (opens in a new tab)Google AI ModeAsk Google AI Mode yourself (opens in a new tab)
Question: Our codebase has too much technical debt. Who offers static analysis tools to identify "code smells"?
Google AI ModeSep 25, 2026
DeepSource is a modern, fast static analysis platform that flags code smells
Google AI ModeAsk Google AI Mode yourself (opens in a new tab)ChatGPT SearchAsk ChatGPT yourself (opens in a new tab)
How prominently AI mentions DeepSource
Position in answers
- Named first13%
- 2nd or 3rd31%
- Later56%
Each engine’s share of its own answers across DeepSource’s markets · since Jul 5
- ChatGPT Search1%
- Google AI Mode3%
Insights for DeepSource
Since Jul 5
Gap between platforms: The platform gap in AI Code Review Tools narrowed
Google AI ModeGoogle AI Mode22%ChatGPT SearchChatGPT Search5%
Compare DeepSource
Sources AI cites
deepsource.com 41%Other sites 59%
- Owned41%
- 7 Best AI Code Review Tools for 2026 — Compared & Benchmarked · 16% (opens in a new tab)
- DeepSource: The AI Code Review Platform · 14% (opens in a new tab)
- DeepSource Code Quality & Static Analysis · 4% (opens in a new tab)
- 9 Best Static Analysis (SAST) Tools for 2026 — Compared & Reviewed · 2% (opens in a new tab)
- The AI Code Review Platform • DeepSource Changelog · 1% (opens in a new tab)
- DeepSource: Next · 1% (opens in a new tab)
- Introducing, DeepSource for Rust • DeepSource · 1% (opens in a new tab)
- DeepSource Agents, Autofix AI, OIDC support • DeepSource Changelog · 1% (opens in a new tab)
- Grid AI • Customer Case Study · 1% (opens in a new tab)
- DeepSource License Compliance · 1% (opens in a new tab)
- 6%
- License compliance | DeepSource Docs · 3% (opens in a new tab)
- Settings | DeepSource Docs · 1% (opens in a new tab)
- Policies | DeepSource Docs · 1% (opens in a new tab)
- Fix issues and vulnerabilities | DeepSource Docs · 1% (opens in a new tab)
- Full codebase review | DeepSource Docs · 1% (opens in a new tab)
- 5%
- 12 Best Code Smell Detection Tools in 2026 - Complete Guide - DEV Community · 3% (opens in a new tab)
- The 6 Best AI Code Review Tools for Pull Requests in 2025 - DEV Community · 1% (opens in a new tab)
- Top 7 Static Code Analysis Tools - DEV Community · 1% (opens in a new tab)
- 15 Best GitHub Code Review Tools [Free & Paid] - DEV Community · 1% (opens in a new tab)
- 2%
- Best AI Code Review Tools for Enterprise in 2026 · 1% (opens in a new tab)
- Best AI code review tool for real teams in 2026 (Greptile vs ... · 1% (opens in a new tab)
- Add SonarQube quality gates to your Jenkins build pipeline · 1% (opens in a new tab)
- AI Agents for Technical Debt Detection with Neo4j · 1% (opens in a new tab)
- 2%
- Static Code Analysis Best Practices for Enterprise Teams | Augment Code · 1% (opens in a new tab)
- Static Code Analysis for Enterprise Teams | Augment Code · 1% (opens in a new tab)
- 10 Open Source AI Code Review Tools Tested on a 450K-File Monorepo [2026 Rankings] | Augment Code · 1% (opens in a new tab)
The page AI cites most for DeepSource
