AI-Powered Code Review & SAST Tools | Parse

AI-Powered Code Review & SAST Tools in AI answers

Data as of Oct 18, 2026Based on 478 AI responsesReviewed by Dimitry Apollonsky

AI summary

Semgrep holds a wide lead across general security queries, especially for tracking down multi-step vulnerabilities and scanning code for insecure LLM library usage. When teams want automated pull request feedback with OWASP fix suggestions, CodeRabbit AI is the usual answer instead.

Most-mentioned brands

Rank and Mentioned in · since Jul 5

#	Brand	Recommended for	Mentioned in
1	Semgrep 72% fast static analysis, custom security rules, and scanning LLM library usage	fast static analysis, custom security rules, and scanning LLM library usage	72%
2	Snyk CodeSnyk product line 44% real-time scanning of AI-generated snippets and automated IDE remediation	real-time scanning of AI-generated snippets and automated IDE remediation	44%
3	CodeQLGitHub product line 36% deep semantic analysis, custom query building, and enterprise codebase audits	deep semantic analysis, custom query building, and enterprise codebase audits	36%
4	Snyk 36% developer-centric vulnerability management and broad CI/CD pipeline integration	developer-centric vulnerability management and broad CI/CD pipeline integration	36%
5	Checkmarx 27% exploitability prioritization, customizable enterprise rules, and regulated environment compliance	exploitability prioritization, customizable enterprise rules, and regulated environment compliance	27%
6	GitHub Advanced SecurityGitHub product line 19% native GitHub workflow scanning combined with Copilot Autofix suggestions	native GitHub workflow scanning combined with Copilot Autofix suggestions	19%
7	CodeRabbit AI 18% automated pull request summaries and inline code quality reviews	automated pull request summaries and inline code quality reviews	18%
8	SonarQubeSonarsource product line 17% pipeline quality gates and IDE feedback through SonarLint integration	pipeline quality gates and IDE feedback through SonarLint integration	17%
9	Checkmarx OneCheckmarx product line 14% enterprise supply chain security and real-time developer IDE checks	enterprise supply chain security and real-time developer IDE checks	14%
10	ZeroPath 12% identifying complex business logic flaws and context-dependent vulnerabilities	identifying complex business logic flaws and context-dependent vulnerabilities	12%
11	GitHub CopilotGitHub product line 12%		12%
12	GitHub 12%		12%
13	Veracode 12%		12%
14	Qodo 10%		10%
15	Cycode 9%		9%
16	Aikido 9%		9%
17	Endor Labs 8%		8%
18	Sonarsource 7%		7%
19	SonarCloudSonarsource product line 6%		6%
20	Gitleaks 6%		6%
21	Greptile 5%		5%
22	Arnica 5%		5%
23	Gitlab · gitlab.io 5%		5%
24	DeepSource 4%		4%
25	DeepCode AI 4%		4%
26	OWASP 4%		4%
27	CodeAnt 4%		4%
28	DependabotGitHub product line 4%		4%
29	Semgrep GuardianSemgrep product line 4%		4%
30	Wiz 4%		4%
31	Corgea 4%		4%
32	Claude Code ActionAnthropic product line 3%		3%
33	Apiiro 3%		3%
34	Harness SASTHarness product line 3%		3%
35	Secure Code Warrior 3%		3%
36	TruffleHogTruffle Security product line 3%		3%
37	OWASP Zed Attack Proxy (ZAP)3%		3%
38	Trivy 3%		3%
39	Cursor 3%		3%
40	OpenAI 3%		3%
41	OSV Scanner 3%		3%
42	OpenText FortifyOpenText product line 3%		3%
43	Docker 3%		3%
44	GitHub ActionsGitHub product line 3%		3%
45	Codacy 2%		2%
46	GitLab · gitlab.com 2%		2%
47	SD ElementsSecurity Compass product line 2%		2%
48	Gecko Security 2%		2%
49	Qodo MergeQodo product line 2%		2%
50	Bandit 2%		2%
51	OX Security 2%		2%
52	pip-audit 2%		2%
53	Harness 2%		2%
54	Security Compass 2%		2%
55	Black Duck 2%		2%
56	Anthropic 2%		2%
57	Aptori 2%		2%
58	Black Duck Coverity 2%		2%
59	Veracode FixVeracode product line 2%		2%
60	npmOwned by GitHub 2%		2%
61	Snyk DeepCode AISnyk product line 2%		2%
62	Mend 2%		2%
63	Visual StudioMicrosoft product line 2%		2%
64	Mend SASTMend product line 2%		2%
65	ESLint 2%		2%
66	GitLab SASTGitLab product line 2%		2%
67	Checkov 2%		2%
68	Promptfoo 1%		1%
69	Project CodeGuard 1%		1%
70	Checkmarx One Developer AssistCheckmarx product line 1%		1%
71	GitHub Code SecurityGitHub product line 1%		1%
72	NVIDIA Garak 1%		1%
73	CodeSpect 1%		1%
74	GitHub Github 1%		1%
75	Security Codex 1%		1%
76	GitDebug 1%		1%
77	OpenText 1%		1%
78	Open Source Security Foundation 1%		1%
79	RuffAstral product line 1%		1%
80	Ordo 1%		1%
81	Datadog 1%		1%
82	Heeler 1%		1%
83	Socket 1%		1%
84	govulncheck 1%		1%
85	StartingPoints 1%		1%
86	OWASP Application Security Verification StandardOWASP product line 1%		1%
87	DryRun Security 1%		1%
88	OWASP Cheat Sheet SeriesOWASP product line 1%		1%
89	OWASP Dependency-CheckOWASP product line 1%		1%
90	GitGuardian 1%		1%
91	Snyk DocsSnyk product line 1%		1%
92	Checkmarx CxSASTCheckmarx product line 1%		1%
93	SonarQube Advanced Security 1%		1%
94	Cursor Rules Generator 1%		1%
95	Semgrep AutofixSemgrep product line 1%		1%
96	Open Policy Agent 1%		1%
97	Brakeman 1%		1%
98	pytest 1%		1%
99	GitLab CIGitLab product line 1%		1%
100	ShipSecure 1%		1%

Recommendations by AI engine

ChatGPT SearchGoogle AI Mode

Widest split: CodeQL, 49% on ChatGPT Search and 23% on Google AI Mode.

Mentioned in on each AI engine, by brand
Brand	ChatGPT Search	Google AI Mode
Semgrep	78%	66%
Snyk Code	38%	49%
CodeQL	49%	23%
Snyk	36%	35%
Checkmarx	25%	29%
GitHub Advanced Security	14%	23%
CodeRabbit AI	17%	18%
SonarQube	16%	18%
Checkmarx One	14%	14%
ZeroPath	7%	17%

AI-Powered Code Review & SAST Tools in AI answers

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