RRepoGEO

REPOGEO REPORT · LITE

apistol78/traktor

Default branch master · commit 3617a82a · scanned 6/21/2026, 12:07:24 AM

GitHub: 529 stars · 20 forks

AI VISIBILITY SCORE
35 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 1 warn · 0 fail
Objective metadata checks
AI knows your name
3 / 3
Direct prompts that named your repo
HOW TO READ THIS REPORT

Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface apistol78/traktor, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.

Action plan — copy-paste fixes

3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highreadme#1
    Disambiguate project name and state core purpose in README's first sentence

    Why:

    CURRENT
    Traktor is an open-source 3d game engine written in C++, it has powered several successful commercial titles across various platforms including Steam, PSN, iOS, and the Mac Store.
    COPY-PASTE FIX
    This repository contains Traktor, an open-source 3D game engine written in C++ (not related to Native Instruments Traktor DJ software). It features modern rendering techniques like raytracing and PBR, and has powered commercial titles on Steam, PSN, iOS, and Mac Store.
  • mediumabout#2
    Add a homepage URL to the repository's About section

    Why:

    COPY-PASTE FIX
    https://github.com/apistol78/traktor
  • mediumreadme#3
    Add a dedicated 'Key Features' section to the README

    Why:

    COPY-PASTE FIX
    ## Key Features

*   **Advanced Rendering:** Raytracing, PBR, Global Illumination (ReSTIR GI), Vulkan API.
*   **Scripting:** Lua scripting support for game logic.
*   **Physics & AI:** Integrated physics simulation and pathfinding.
*   **Editor:** Built-in editor for level design and asset management.
*   **Performance:** Optimized for low memory and storage usage, efficient algorithms.
*   **Cross-Platform:** Full support for Windows and Linux, with mobile versions for Android and iOS.

Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash

Category visibility — the real GEO test

Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?

Same questions for every model — switch tabs to compare answers and rankings.

Recall
0 / 2
0% of queries surface apistol78/traktor
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Godot Engine
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Godot Engine · recommended 2×
  2. Unreal Engine · recommended 1×
  3. Unity · recommended 1×
  4. O3DE · recommended 1×
  5. Flax Engine · recommended 1×
  • CATEGORY QUERY
    Looking for a C++ 3D game engine with advanced rendering features like raytracing and PBR.
    you: not recommended
    AI recommended (in order):
    1. Unreal Engine
    2. Unity
    3. O3DE
    4. Flax Engine
    5. Diligent Engine
    6. Godot Engine
    7. Stride

    AI recommended 7 alternatives but never named apistol78/traktor. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are some lightweight and customizable C++ game engines supporting Lua scripting?
    you: not recommended
    AI recommended (in order):
    1. raylib
    2. LuaBridge
    3. sol2
    4. LuaBind
    5. Panda3D
    6. Ogre3D
    7. Urho3D
    8. Godot Engine
    9. GDScript
    10. GDNative

    AI recommended 10 alternatives but never named apistol78/traktor. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    warn

    Suggestion:

  • README presence
    pass

Self-mention check

Does AI even know your repo exists when asked about it directly?

  • Compared to common alternatives in this category, what is the core differentiator of apistol78/traktor?
    pass
    AI named apistol78/traktor explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • If a team adopts apistol78/traktor in production, what risks or prerequisites should they evaluate first?
    pass
    AI named apistol78/traktor explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • In one sentence, what problem does the repo apistol78/traktor solve, and who is the primary audience?
    pass
    AI named apistol78/traktor explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

Embed your GEO score

Drop this badge into the README of apistol78/traktor. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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MARKDOWN (README)
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HTML
<a href="https://repogeo.com/en/r/apistol78/traktor"><img src="https://repogeo.com/badge/apistol78/traktor.svg" alt="RepoGEO" /></a>
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apistol78/traktor — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite