RRepoGEO

REPOGEO REPORT · LITE

Zero6992/chatGPT-discord-bot

Default branch main · commit 09904a1e · scanned 5/24/2026, 9:31:52 AM

GitHub: 2,738 stars · 700 forks

AI VISIBILITY SCORE
28 /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
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 Zero6992/chatGPT-discord-bot, 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
  • highhomepage#1
    Add a homepage URL to the repository settings

    Why:

    COPY-PASTE FIX
    https://github.com/Zero6992/chatGPT-discord-bot
  • highreadme#2
    Clarify the README's opening statement to emphasize it's a ready-to-use solution

    Why:

    CURRENT
    > ### Build your own Discord bot with multiple AI providers
    COPY-PASTE FIX
    > ### A ready-to-deploy Discord bot integrating multiple AI providers (OpenAI, Claude, Gemini, Grok, g4f)
  • mediumtopics#3
    Add more specific topics to improve categorization

    Why:

    CURRENT
    bot, chatgpt, discord, discord-bot
    COPY-PASTE FIX
    bot, chatgpt, discord, discord-bot, openai, claude, gemini, grok, multi-ai, self-hosted, python

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 Zero6992/chatGPT-discord-bot
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
discord.py
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. discord.py · recommended 2×
  2. Botpress · recommended 1×
  3. LangChain · recommended 1×
  4. Microsoft Bot Framework · recommended 1×
  5. Azure Bot Service · recommended 1×
  • CATEGORY QUERY
    How can I integrate a multi-AI provider chatbot into my existing Discord server?
    you: not recommended
    AI recommended (in order):
    1. Botpress
    2. LangChain
    3. discord.py
    4. Microsoft Bot Framework
    5. Azure Bot Service
    6. Rasa
    7. Pipedream
    8. Zapier
    9. Make
    10. discord.py

    AI recommended 10 alternatives but never named Zero6992/chatGPT-discord-bot. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best Python frameworks for building a conversational AI Discord bot?
    you: not recommended
    AI recommended (in order):
    1. Rasa (RasaHQ/rasa)
    2. Discord.py (Rapptz/discord.py)
    3. SpaCy (explosion/spaCy)
    4. NLTK (nltk/nltk)
    5. Hugging Face Transformers (huggingface/transformers)
    6. ChatterBot (gunthercox/ChatterBot)
    7. DeepPavlov (deepmipt/DeepPavlov)

    AI recommended 7 alternatives but never named Zero6992/chatGPT-discord-bot. 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 Zero6992/chatGPT-discord-bot?
    pass
    AI named Zero6992/chatGPT-discord-bot explicitly

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

  • If a team adopts Zero6992/chatGPT-discord-bot in production, what risks or prerequisites should they evaluate first?
    pass
    AI named Zero6992/chatGPT-discord-bot 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 Zero6992/chatGPT-discord-bot solve, and who is the primary audience?
    pass
    AI did not name Zero6992/chatGPT-discord-bot — 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 Zero6992/chatGPT-discord-bot. 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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Zero6992/chatGPT-discord-bot — 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