RRepoGEO

REPOGEO REPORT · LITE

father-bot/chatgpt_telegram_bot

Default branch main · commit ba58564d · scanned 5/20/2026, 12:17:27 AM

GitHub: 5,500 stars · 1,925 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
27 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 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 father-bot/chatgpt_telegram_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
  • highreadme#1
    Enhance the repository description to emphasize 'ready-to-deploy' and multi-modal capabilities

    Why:

    CURRENT
    💬 Telegram bot with ChatGPT, Python-based, using OpenAI's API.
    COPY-PASTE FIX
    💬 A ready-to-deploy, feature-rich Telegram bot powered by ChatGPT, DALL-E, and Whisper, offering a complete multi-modal AI assistant experience via OpenAI's API.
  • mediumreadme#2
    Reposition the README's opening paragraph to highlight the 'ready-to-deploy' solution

    Why:

    CURRENT
    We all love chat.openai.com, but... It's TERRIBLY laggy, has daily limits, and is only accessible through an archaic web interface.
This repo is ChatGPT re-created as Telegram Bot. **And it works great.**
    COPY-PASTE FIX
    This repository provides a **ready-to-deploy, feature-rich ChatGPT Telegram bot** that directly addresses the lag, daily limits, and archaic web interface of chat.openai.com by recreating the experience within Telegram.
  • mediumreadme#3
    Add a 'Comparison to Bot Frameworks' section in the README

    Why:

    COPY-PASTE FIX
    ## Why Choose This Bot Over Building Your Own?

While libraries like `python-telegram-bot` or `Pyrogram` provide excellent tools for *developing* Telegram bots, `father-bot/chatgpt_telegram_bot` is a **complete, ready-to-deploy application**. It offers an out-of-the-box, multi-modal ChatGPT experience with advanced features (GPT-4, DALL-E, Whisper, special chat modes, no limits) without requiring you to write the core bot logic yourself.

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 father-bot/chatgpt_telegram_bot
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
python-telegram-bot
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. python-telegram-bot · recommended 1×
  2. spaCy · recommended 1×
  3. NLTK · recommended 1×
  4. Pyrogram · recommended 1×
  5. Rasa NLU · recommended 1×
  • CATEGORY QUERY
    How can I build a conversational AI bot for Telegram using Python?
    you: not recommended
    AI recommended (in order):
    1. python-telegram-bot
    2. spaCy
    3. NLTK
    4. Pyrogram
    5. Rasa NLU
    6. Telethon
    7. ChatterBot
    8. aiogram
    9. Hugging Face Transformers
    10. Flask
    11. Django

    AI recommended 11 alternatives but never named father-bot/chatgpt_telegram_bot. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a fast, feature-rich Python chatbot for Telegram with voice and image capabilities.
    you: not recommended
    AI recommended (in order):
    1. python-telegram-bot (python-telegram-bot/python-telegram-bot)
    2. aiogram (aiogram/aiogram)
    3. Telethon (LonamiWebs/Telethon)
    4. Pyrogram (pyrogram/pyrogram)
    5. Flask (pallets/flask)
    6. Django (django/django)

    AI recommended 6 alternatives but never named father-bot/chatgpt_telegram_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
    pass

  • 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 father-bot/chatgpt_telegram_bot?
    pass
    AI did not name father-bot/chatgpt_telegram_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?

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

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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite
father-bot/chatgpt_telegram_bot — RepoGEO report