Best AI AppSec Assistants - Page 2

How Many AI AppSec Assistants Products Does G2 Track?

Total Products under this Category: 50

Category Stats (Oct 2026)

  • Average Rating: 4.53/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Appdome (+0.61%) - Among all products in this category, Appdome recorded the largest rating increase compared to last month

Last updated: October 01, 2026

How Does G2 Rank AI AppSec Assistants Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 1,900+ Authentic Reviews
  • 50+ Products
  • Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

G2 Grid® for AI AppSec Assistants

G2 Grid® for AI AppSec Assistants plotting products by satisfaction and market presence

Highlighted products: Aikido Security, GitHub Copilot, SonarQube, Replit, Snyk, OX Security, and DryRun Security.

Underlying data: [Grid® JSON](https://www.g2.com/categories/ai-appsec-assistants/grids.json?focus%5B%5D=aikido-security&focus%5B%5D=github-copilot&focus%5B%5D=sonarqube&focus%5B%5D=replit&focus%5B%5D=snyk&focus%5B%5D=ox-security&focus%5B%5D=dryrun-security)

Chronoloq

Chronoloq is an AI and API security platform for small and mid-sized organizations. It scans a company's AI/LLM features and API endpoints to identify exposed attack surface, then delivers a prioritized risk score (the "Chronoloq Score") alongside a remediation plan and compliance-ready reports. The platform operates agentlessly and is designed to complete an initial assessment in under 30 minutes, without requiring a dedicated security team or a lengthy enterprise deployment. It also includes an active protection gateway layer (LLM Shield) that monitors and controls AI model behavior in real time. The end result is continuous visibility into AI and API risk, and audit documentation usable for SOC2, HIPAA, and FERPA reviews.

Average Rating: 4.6/5.0

Total Reviews: 11

Who Is the Company Behind Chronoloq?

Who Uses This Product?

  • Company Size: 73% Medium, 18% Small

What Are Recent G2 Reviews of Chronoloq?

Semgrep

Semgrep is a modern static analysis (SAST), software composition analysis (SCA), and secrets detection platform designed for both developers and security teams. It combines fast, deterministic analysis with context-aware AI that triages findings like a senior security engineer. The AI Assistant helps reduce false positives, prioritize meaningful results, and offers clear remediation guidance. Its “Memories” feature learns from past decisions to further reduce triage noise over time. Semgrep also supports deep analysis of transitive dependencies, not just direct ones, helping teams surface and address hidden risks in their supply chain. It integrates well into modern development workflows and is easy to customize across environments.

Average Rating: 4.6/5.0

Total Reviews: 56

Who Is the Company Behind Semgrep?

  • Seller: Semgrep
  • Year Founded: 2017
  • HQ Location: San Francisco, US
  • Twitter: @semgrep
    4,433 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    265 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 45% Large, 43% Medium

What Do G2 Reviewers Say About Semgrep?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of Semgrep, enabled by its intuitive syntax and smooth integration with CI/CD.
  • Users appreciate the flexibility and speed of Semgrep in enforcing coding standards and catching vulnerabilities effectively.
  • Users appreciate the effective vulnerability detection of Semgrep, facilitating quick identification and resolution of security issues.
  • Users appreciate the scanning efficiency of Semgrep, benefiting from rapid scans and streamlined CI/CD integration.
  • Users value Semgrep for its effective security vulnerability detection, enabling quick resolutions without hindering development speed.
Cons
  • Users find Semgrep not user-friendly due to a steep learning curve and complex initial setup requirements.
  • Users find the limited features of Semgrep restrict its usability and complicate effective vulnerability management.
  • Users find the difficult learning curve for Semgrep daunting, especially for creating advanced rules and setups.
  • Users express concerns about the lack of guidance in creating custom rules, complicating effective use of Semgrep.
  • Users note a steep learning curve for Semgrep's rule syntax, making it challenging for newcomers to master.

What Are Recent G2 Reviews of Semgrep?

Veracode Application Security Platform

Veracode helps companies that innovate through software deliver secure code on time. Unlike on-premise solutions that are hard to scale and focused on finding rather than fixing, Veracode comprises a unique combination of SaaS technology and on-demand expertise that enables DevSecOps through integration with your pipeline,empower developers to fix security defects, and scales your program through best practices to achieve your desired outcomes. Veracode covers your all your AppSec needs in one solution through a combination of five analysis types available for 24 programming languages, 77 frameworks, and application types as varied as microservices, mainframe and mobile apps.

Average Rating: 3.8/5.0

Total Reviews: 25

Who Is the Company Behind Veracode Application Security Platform?

  • Seller: VERACODE
  • Year Founded: 2006
  • HQ Location: Burlington, MA
  • Twitter: @Veracode
    21,950 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    500 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services
  • Company Size: 69% Large, 31% Medium

What Do G2 Reviewers Say About Veracode Application Security Platform?

AI-generated summary from verified user reviews

Pros
  • Users value the effective security vulnerability identification offered by Veracode, enhancing overall application safety and code integrity.
  • Users find Veracode's vulnerability detection excellent for identifying security issues and ensuring high application security standards.
  • Users value the automated scanning of Veracode, streamlining security checks and enhancing code quality effortlessly.
  • Users value the effective detection of security vulnerabilities, enabling robust protection and streamlined development processes.
  • Users appreciate the ease of integration with GitHub and CI/CD pipelines, streamlining their development process effectively.
Cons
  • Users find Veracode to be expensive, with high costs, complex licensing, and unfulfilled feature delivery.
  • Users face a lack of information due to mismatches in documentation and delayed notifications during uploads.
  • Users express concerns over licensing issues, including rising costs, complex models, and unequal feature availability.
  • Users report poor customer support with pushy account executives and difficulties in resolving issues efficiently.
  • Users express concerns about pricing issues, with rising costs and a complex licensing model affecting value perception.

What Are Recent G2 Reviews of Veracode Application Security Platform?

What Are G2 Users Discussing About Veracode Application Security Platform?

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Connect G2 to Claude or ChatGPT for answers grounded in G2's trusted reviews, comparisons, and pricing from real user insights.

How it works

AppScreener

AppScreener is a comprehensive static application security testing (SAST) tool developed by Solar Security. It analyzes source code and binary executables across 36 programming languages to identify security vulnerabilities, backdoors, and undocumented features. Utilizing proprietary Fuzzy Logic Engine technology, AppScreener minimizes false positives while detecting issues such as SQL injection, cross-site scripting (XSS), and hardcoded credentials. The platform offers unique binary static analysis capabilities, including code reconstruction from executables like mobile apps from Google Play and App Store links. It also provides software composition analysis (SCA) for third-party dependencies, integrates with CI/CD pipelines and issue tracking systems like Jira, and delivers flexible reporting aligned with standards such as PCI-DSS, OWASP, HIPAA, and CWE. This enables security teams and developers to strengthen application security throughout the software development lifecycle. Key Features and Functionality: - Comprehensive Code Analysis: AppScreener performs thorough analysis of application source code, bytecode, or binaries to detect security vulnerabilities, including common issues like SQL injection, cross-site scripting (XSS), and buffer overflows. - Multi-Language Support: It supports a wide range of programming languages and platforms, making it suitable for diverse development environments. This includes languages such as Java, C#, C++, PHP, Python, and many others. - Detailed Reporting: The tool generates detailed reports highlighting identified vulnerabilities, their severity, and recommendations for remediation. These reports help developers understand and address security issues effectively. - Integration Capabilities: AppScreener can integrate with various development tools and continuous integration/continuous deployment (CI/CD) pipelines. This allows for automated security testing as part of the development workflow, promoting early detection and resolution of security issues. Primary Value and User Solutions: AppScreener enhances software security by identifying vulnerabilities and undocumented features in applications, supporting 36 programming languages and various executable file formats. It provides detailed vulnerability reports and recommendations for fixes, integrating with common development tools and platforms like Git, Jenkins, SonarQube, and Jira. This facilitates its incorporation into Secure Software Development Lifecycles (SDLC), making it particularly useful for analyzing legacy and custom software. By automating security testing and providing comprehensive analysis, AppScreener helps developers and security teams improve the security posture of their applications efficiently.

Who Is the Company Behind AppScreener?

Armur AI

Who Is the Company Behind Armur AI?

  • Seller: Armur AI
  • Year Founded: 2023
  • HQ Location: san francisco, US
  • LinkedIn® Page: www.linkedin.com
    5 employees on LinkedIn®

Cantina

Who Is the Company Behind Cantina?

  • Seller: Cantina
  • Year Founded: 2023
  • HQ Location: Miami, US
  • LinkedIn® Page: www.linkedin.com
    297 employees on LinkedIn®

Codebase.Observer

Codebase.Observer is an advanced tool designed to provide comprehensive architectural blueprints of software codebases through precise semantic analysis. By creating a lossless mathematical model of every file, function, variable, import, and parameter, it delivers a detailed understanding of code structures and interdependencies. This self-contained blueprint is provided as a single file that users can own indefinitely. Key Features and Functionality: - Ghost Code Detection: Identifies functions, files, variables, and imports that lack consumers, highlighting unused or redundant code components. - Impact Radius Analysis: Maps every upstream and downstream consumer of each function and variable, enabling developers to assess potential impacts before making changes. - Broken Contracts Identification: Automatically detects issues such as circular dependencies, argument mismatches, and functions without return paths or external calls. - Comprehensive Dependency Mapping: Provides a complete overview of dependencies across files, modules, and language boundaries, facilitating better code management. - Boundary Crossings Insight: Highlights risk vectors that can interact with the codebase through APIs, local storage, and external sources. - Single HTML File Delivery: Delivers the entire blueprint in a self-contained HTML file, eliminating the need for server dependencies and allowing for easy distribution via email, GitHub push, or dashboard download. Primary Value and Problem Solved: Codebase.Observer addresses the challenge of understanding complex codebases by offering a deterministic and semantic documentation tool. It eliminates reliance on heuristics or large language models, ensuring accuracy and reliability. By providing a clear and detailed architectural blueprint, it empowers developers to identify technical debt, assess the impact of changes, and maintain code quality effectively. This leads to more informed decision-making, reduced risk of introducing errors, and enhanced overall software development efficiency.

Who Is the Company Behind Codebase.Observer?

Corridor

Corridor is the security layer for AI coding. Corridor gives companies visibility into AI coding and enforces secure coding guardrails, allowing security to move at the speed of code. With Corridor, teams can move from reactive, time-intensive security scans to proactive security guardrails that accelerate development. Corridor integrates with Cursor, Claude Code, Copilot, Codex, and numerous other tools.

Who Is the Company Behind Corridor?

Cycode

Cycode’s AI-Native Application Security Platform unites security and development teams with actionable context from code to runtime to identify, prioritize, and fix the software risks that matter. Powered by proprietary scanners, third-party integrations, and the Context Intelligence Graph (CIG), Cycode delivers unified, correlated insight across the Software Factory. Its unique ability to sense, reason, and act with context in the AI-Era comes from its foundational convergence of AST, ASPM, and Software Supply Chain Security—purpose-built to secure both AI- and human-generated code.

Average Rating: 4.0/5.0

Total Reviews: 2

Who Is the Company Behind Cycode?

  • Seller: Cycode
  • Year Founded: 2019
  • HQ Location: New York, New York, United States
  • LinkedIn® Page: www.linkedin.com
    149 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 67% Medium, 33% Large

What Are Recent G2 Reviews of Cycode?

Dam Secure

Dam Secure is an AI-native application security platform for teams that build software with AI coding agents. It enforces security rules across the development lifecycle, including agentic planning, the local development environment, and CI/CD, before code ships to production. The platform reviews an organization's existing codebase and generates security rules in plain English, tailored to that codebase's own patterns rather than generic policy. These rules are enforced across every developer, AI agent, and repository. At the planning stage, Dam Secure reviews plans co-authored by developers and AI agents. In the dev environment, it checks AI-generated code before it's committed. In CI/CD, it checks pull and merge requests before they reach production. Dam Secure is built to catch business logic flaws in AI-generated code that traditional tools miss, using codebase context to reduce false positives. It integrates with common AI coding tools (including Cursor, Claude Code, and GitHub Copilot) and version control platforms (Bitbucket, GitHub, GitLab), and keeps a persistent record of security context across the workflow.

Who Is the Company Behind Dam Secure?

Adam Crivello
AC
Researched and written by Adam Crivello
Updated April 9, 2026