RRepoGEO

REPOGEO REPORT · LITE

HappyFox001/AI-Chat

Default branch main · commit 3e2ef588 · scanned 6/10/2026, 11:06:55 AM

GitHub: 813 stars · 145 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

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 HappyFox001/AI-Chat, 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
    Clarify repository name, project status, and core purpose in README intro

    Why:

    CURRENT
    <h1 style="border-bottom: none" align="center">
  Narratium.ai
  <br />
  <p>Create, Play, and Roleplay with AI</p>
</h1>

<div align="center">
  <blockquote>
    <em><strong>The world is vast, let imagination lead, but human hearts remain forever inscrutable</strong></em>
  </blockquote>
</div>

> [!IMPORTANT]
>
> * This project is for personal learning purposes only.
> * Project development has been discontinued.
> * Use must comply with the terms of the AI model providers and applicable laws. No illegal usage is allowed.
    COPY-PASTE FIX
    <h1 style="border-bottom: none" align="center">
  HappyFox001/AI-Chat (Narratium.ai)
  <br />
  <p>An Open-Source AI Platform for Storytelling, Worldbuilding, and Roleplay</p>
</h1>

<div align="center">
  <blockquote>
    <em><strong>The world is vast, let imagination lead, but human hearts remain forever inscrutable</strong></em>
  </blockquote>
</div>

> [!WARNING] Project Discontinued & For Learning Purposes Only
>
> This repository, Narratium.ai (HappyFox001/AI-Chat), is no longer actively maintained and is provided for personal learning and exploration of AI-driven storytelling and roleplay. Use must comply with AI model provider terms and applicable laws.
  • hightopics#2
    Add relevant topics to improve categorization

    Why:

    CURRENT
    (none)
    COPY-PASTE FIX
    ai-storytelling, ai-roleplay, worldbuilding, character-creation, interactive-fiction, generative-ai, python, streamlit
  • mediumreadme#3
    Add a license clarification statement to the README

    Why:

    COPY-PASTE FIX
    ## License

This project is provided under its existing LICENSE file, which outlines the terms for personal learning and non-commercial use.

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 HappyFox001/AI-Chat
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
RasaHQ/rasa
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. RasaHQ/rasa · recommended 1×
  2. OpenAI API · recommended 1×
  3. huggingface/transformers · recommended 1×
  4. klembot/twinejs · recommended 1×
  5. facebook/react · recommended 1×
  • CATEGORY QUERY
    How can I build an open-source platform for AI character creation and interactive storytelling?
    you: not recommended
    AI recommended (in order):
    1. Rasa (RasaHQ/rasa)
    2. OpenAI API
    3. Hugging Face Transformers (huggingface/transformers)
    4. Twine (klembot/twinejs)
    5. React (facebook/react)
    6. Next.js (vercel/next.js)
    7. Vite (vitejs/vite)
    8. Django (django/django)
    9. Django REST Framework (encode/django-rest-framework)
    10. PostgreSQL

    AI recommended 10 alternatives but never named HappyFox001/AI-Chat. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What open-source tools exist for creating AI-powered immersive worlds and dynamic roleplay experiences?
    you: not recommended
    AI recommended (in order):
    1. OpenAI Gym
    2. Unity ML-Agents Toolkit
    3. Unity
    4. Godot Engine
    5. TensorFlow
    6. PyTorch
    7. DeepMind Lab
    8. Rasa
    9. OpenNMT

    AI recommended 9 alternatives but never named HappyFox001/AI-Chat. 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 HappyFox001/AI-Chat?
    pass
    AI named HappyFox001/AI-Chat explicitly

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

  • If a team adopts HappyFox001/AI-Chat in production, what risks or prerequisites should they evaluate first?
    pass
    AI named HappyFox001/AI-Chat 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 HappyFox001/AI-Chat solve, and who is the primary audience?
    pass
    AI named HappyFox001/AI-Chat 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 HappyFox001/AI-Chat. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

RepoGEO badge previewLive preview
MARKDOWN (README)
[![RepoGEO](https://repogeo.com/badge/HappyFox001/AI-Chat.svg)](https://repogeo.com/en/r/HappyFox001/AI-Chat)
HTML
<a href="https://repogeo.com/en/r/HappyFox001/AI-Chat"><img src="https://repogeo.com/badge/HappyFox001/AI-Chat.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

HappyFox001/AI-Chat — 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