Software Alternatives, Accelerators & Startups

CodeMap4AI VS Depth AI

Compare CodeMap4AI VS Depth AI and see what are their differences

CodeMap4AI logo CodeMap4AI

AI tools guess less when they see the full picture. CodeMap4AI builds a structured map of your codebase. Try it free.

Depth AI logo Depth AI

AI that deeply understands your codebase
  • CodeMap4AI
    Image date //
    2025-06-06
  • CodeMap4AI
    Image date //
    2025-06-06
  • CodeMap4AI
    Image date //
    2025-06-06

CodeMap4AI helps AI understand your entire codebase by generating a structured map of your project. It minimizes hallucinations, improves code suggestions, and boosts productivityโ€”especially when using ChatGPT, Claude, or other AI assistants outside your IDE.

Not present

CodeMap4AI

$ Details
freemium $5.0 / Monthly
Release Date
2025 May

Depth AI

$ Details
-
Release Date
-

CodeMap4AI features and specs

  • Automatic Code Map Generation
    Creates a code_map.json that maps your projectโ€™s structure, files, routes, and dependencies. Supports PHP, JavaScript, HTML, CSS, SQL, and more.
  • Provides Context for AI
    Supplies ChatGPT, Claude, or other AI assistants with full project context. Helps eliminate hallucinations where AI invents fake functions or parameters.
  • Understands Files, Functions & Classes
    Parses and documents functions, classes, variables, routes, and database interactions.
  • Command-Line Tool (CLI)
    Use the codemap CLI to generate or update your project map locally.
  • IDE-Independent
    Doesnโ€™t require plugins or editor integration โ€” works in any environment, including outside your IDE.
  • Real-World Use Cases
    Perfect for refactoring, bug fixing, or feature building with AI help. Great for onboarding into legacy or complex codebases.
  • Shareable & AI-Ready
    The generated JSON map is clean, portable, and easily shareable with team members or AI prompts.
  • Privacy-Friendly
    Everything runs locally โ€” no need to upload your full codebase anywhere.
  • Useful for Humans, Too
    Developers can quickly understand unfamiliar or legacy projects without digging through every file.
  • Simple Pricing
    7-day free trial. $5/month subscription โ€” cancel anytime.

Depth AI features and specs

  • Easy to Use
    Depth AI offers a user-friendly interface that makes it accessible for both technical and non-technical users.
  • Fast Implementation
    The platform provides tools and features that accelerate the process of crafting AI models, reducing time to deployment.
  • Scalability
    Depth AI supports projects ranging from small scale to enterprise level, allowing businesses to scale their AI solutions as needed.
  • Comprehensive Toolset
    It offers a wide range of tools and integrations, making it easier to carry out various AI tasks efficiently.
  • Strong Community Support
    With an active community, users can find support, share ideas, and collaborate on projects more effectively.

Possible disadvantages of Depth AI

  • Cost
    While providing a robust suite of features, Depth AI can be expensive for startups and small businesses.
  • Steep Learning Curve
    Despite its user-friendly interface, mastering its advanced features may require considerable time and effort.
  • Limited Customization
    Some users might find that the platform offers limited customization for specific AI solutions compared to other more specialized tools.
  • Integration Challenges
    Depending on existing infrastructures, integrating Depth AI with legacy systems may pose certain challenges.
  • Internet Dependency
    Depth AI relies heavily on internet connectivity, which can be a limitation in scenarios with unreliable network access.

CodeMap4AI videos

How to make code map with CodeMap4AI

Depth AI videos

Video Depth AI | Turn Video Into 3D Animated Scenes Instantly in Blender

Category Popularity

0-100% (relative to CodeMap4AI and Depth AI)
AI
22 22%
78% 78
Productivity
18 18%
82% 82
Webdev
100 100%
0% 0
Developer Tools
0 0%
100% 100

Questions and Answers

As answered by people managing CodeMap4AI and Depth AI.

What makes your product unique?

CodeMap4AI's answer

CodeMap4AI creates a lightweight, structured JSON map of your entire project that can be instantly understood by AI assistants like ChatGPT. Unlike most AI tooling, it works independently of your IDE, and itโ€™s purpose-built to reduce AI hallucinations and improve the accuracy of code-related prompts.

Why should a person choose your product over its competitors?

CodeMap4AI's answer

Because it provides clean, AI-ready context without requiring IDE integration or sending code to external servers. Itโ€™s fast, private, and works well in any setup โ€” from local terminals to AI chat interfaces. Itโ€™s also helpful for humans, offering a high-level view of any codebase in seconds.

How would you describe your primary audience?

CodeMap4AI's answer

Developers who use AI tools (like ChatGPT, Claude, or Copilot) to write, refactor, or understand code โ€” especially those working on large, unfamiliar, or legacy projects. Also ideal for freelancers, indie developers, and teams onboarding new engineers.

What's the story behind your product?

CodeMap4AI's answer

CodeMap4AI started as a personal tool to stop ChatGPT from hallucinating when working on real-world PHP/JS projects. The creator realized that by giving the AI a clear map of all files, classes, and DB logic, its answers became dramatically better โ€” so the tool was refined and released for public use.

Which are the primary technologies used for building your product?

CodeMap4AI's answer

  • PHP (core project scanner)
  • JavaScript (for frontend and helper utilities)
  • Bash / CLI scripting (for automation)
  • JSON (for structured output)
  • Apache

Who are some of the biggest customers of your product?

CodeMap4AI's answer

As of now, CodeMap4AI is growing and used mostly by indie developers, freelancers, and small teams. Named enterprise customers are not publicly listed, but early adopters include: - Freelance web developers - AI engineers building full-stack apps - PHP legacy code maintainers - Small software agencies

User comments

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