RRepoGEO

REPOGEO REPORT · LITE

dzoba/gptrpg

Default branch main · commit 3a2f6914 · scanned 6/15/2026, 2:33:07 PM

GitHub: 990 stars · 106 forks

AI VISIBILITY SCORE
23 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 0 warn · 1 fail
Objective metadata checks
AI knows your name
2 / 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 dzoba/gptrpg, 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
    Reposition the README's opening to clarify its demo nature for LLM agents

    Why:

    CURRENT
    This repo contains two things:

* A simple RPG-like environment for an LLM-enabled AI Agent to exist in
* A simple AI Agent connected to the OpenAI API to exist in that environment

It is intended as a proof of concept.
    COPY-PASTE FIX
    This repository is a proof-of-concept demo showcasing an LLM-enabled AI agent interacting within a simple, browser-based RPG-like environment. It provides a minimal setup to explore agent behavior and decision-making using the OpenAI API.
  • hightopics#2
    Add relevant topics to the repository

    Why:

    CURRENT
    (none)
    COPY-PASTE FIX
    llm-agent, rpg, game-ai, openai, javascript, nodejs, react, phaser, proof-of-concept, simulation
  • highlicense#3
    Add a LICENSE file to the repository

    Why:

    CURRENT
    (no LICENSE file detected — the repo has no recognizable license)
    COPY-PASTE FIX
    Add a LICENSE file (e.g., MIT or Apache-2.0) to the repository root.

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 dzoba/gptrpg
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Unreal Engine
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Unreal Engine · recommended 2×
  2. LangChain · recommended 1×
  3. LlamaIndex · recommended 1×
  4. OpenAI API · recommended 1×
  5. GPT-4 · recommended 1×
  • CATEGORY QUERY
    How to build an interactive AI agent for a simulated game environment using LLMs?
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. LlamaIndex
    3. OpenAI API
    4. GPT-4
    5. GPT-3.5 Turbo
    6. Hugging Face
    7. Transformers library
    8. Hugging Face Inference API
    9. Unity
    10. Unreal Engine
    11. Faiss
    12. Pinecone
    13. Weaviate
    14. Python

    AI recommended 14 alternatives but never named dzoba/gptrpg. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a framework to develop AI agent behavior in a 2D RPG simulation.
    you: not recommended
    AI recommended (in order):
    1. Unity ML-Agents (Unity-Technologies/ml-agents)
    2. Godot Engine (godotengine/godot)
    3. Unreal Engine
    4. Pygame (pygame/pygame)
    5. scikit-learn (scikit-learn/scikit-learn)
    6. Numpy (numpy/numpy)
    7. Phaser (photonstorm/phaser)
    8. NavMesh.js (donmccurdy/navmesh)

    AI recommended 8 alternatives but never named dzoba/gptrpg. This is the gap to close.

    Show full AI answer

Objective checks

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

  • Metadata completeness
    fail

    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 dzoba/gptrpg?
    pass
    AI named dzoba/gptrpg explicitly

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

  • If a team adopts dzoba/gptrpg in production, what risks or prerequisites should they evaluate first?
    pass
    AI named dzoba/gptrpg 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 dzoba/gptrpg solve, and who is the primary audience?
    pass
    AI did not name dzoba/gptrpg — likely talking about a different project

    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 dzoba/gptrpg. 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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dzoba/gptrpg — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite