RRepoGEO

REPOGEO REPORT · LITE

mishl-dev/Discord-AI-Chatbot

Default branch main · commit c920a5c2 · scanned 6/19/2026, 7:22:46 PM

GitHub: 1,359 stars · 429 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
22 /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
1 / 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 mishl-dev/Discord-AI-Chatbot, 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 README introduction to highlight Groq and self-hostable nature

    Why:

    CURRENT
    # Discord AI Chatbot 🤖
#### Your Discord AI Companion!
    COPY-PASTE FIX
    # Discord AI Chatbot 🤖
#### Your Discord AI Companion!

This is a self-hostable Discord AI chatbot designed for server owners and developers. It leverages the incredibly fast Groq API for powerful, free LLM capabilities and includes features like image generation and open-source model integration.
  • hightopics#2
    Update topics to accurately reflect Groq, self-hosting, and image generation

    Why:

    CURRENT
    chatbot, chatbots, codex, discord-api, discord-chatbot, discord-py, freeai, freegpt4, gpt, gpt-2, gpt-3, gpt-3-turbo, gpt-3trubo, gpt-4, gpt4, gpt4free, gptfree, image-detection, imagedetection, opengpt
    COPY-PASTE FIX
    ai-chatbot, chatbot, chatbots, discord-api, discord-chatbot, discord-py, groq, image-detection, imagedetection, image-generation, llm, self-hosted, self-hostable
  • mediumhomepage#3
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    Add a link to a live demo, documentation, or project page for the chatbot.

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 mishl-dev/Discord-AI-Chatbot
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
discordjs/discord.js
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. discordjs/discord.js · recommended 1×
  2. Hugging Face Inference API · recommended 1×
  3. Rapptz/discord.py · recommended 1×
  4. botpress/botpress · recommended 1×
  5. autocode/autocode · recommended 1×
  • CATEGORY QUERY
    How to integrate an AI assistant with free LLM capabilities into a Discord server?
    you: not recommended
    AI recommended (in order):
    1. Discord.js (discordjs/discord.js)
    2. Hugging Face Inference API
    3. `discord.py` (Rapptz/discord.py)
    4. Botpress Community Edition (botpress/botpress)
    5. Autocode (autocode/autocode)
    6. Pipedream (PipedreamHQ/pipedream)
    7. Replit (replit/replit)

    AI recommended 7 alternatives but never named mishl-dev/Discord-AI-Chatbot. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a Discord bot that generates images and responds to mentions using open-source models.
    you: not recommended
    AI recommended (in order):
    1. Stable Diffusion
    2. Automatic1111
    3. Diffusers
    4. Stable-Diffusion-Discord-Bot
    5. InvokeAI
    6. Fooocus
    7. Hugging Face Diffusers
    8. DreamStudio
    9. discord.py
    10. discord.js

    AI recommended 10 alternatives but never named mishl-dev/Discord-AI-Chatbot. 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 mishl-dev/Discord-AI-Chatbot?
    pass
    AI did not name mishl-dev/Discord-AI-Chatbot — 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?

  • If a team adopts mishl-dev/Discord-AI-Chatbot in production, what risks or prerequisites should they evaluate first?
    pass
    AI named mishl-dev/Discord-AI-Chatbot 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 mishl-dev/Discord-AI-Chatbot solve, and who is the primary audience?
    pass
    AI did not name mishl-dev/Discord-AI-Chatbot — 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?

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