REPOGEO REPORT · LITE

altryne/chatGPT-telegram-bot

Default branch main · commit a11cc60a · scanned 6/18/2026, 11:06:58 PM

GitHub: 1,651 stars · 223 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

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 altryne/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

Reposition README's opening to clarify it's a complete bot

Why:

CURRENT

This is a Telegram bot that lets you chat with the chatGPT language model using your local browser. The bot uses Playwright to run chatGPT in Chromium, and can parse code and text, as well as send messages. It also includes a `/draw` command that allows you to generate pictures using stable diffusion. More features are coming soon.

COPY-PASTE FIX

A self-hostable Telegram bot that integrates ChatGPT, DALL-E (stable diffusion), and web browsing capabilities, allowing users to chat with AI, generate images, and browse the web directly from Telegram.

hightopics#2

Add relevant topics to improve categorization

Why:

COPY-PASTE FIX

telegram-bot, chatgpt, openai, stable-diffusion, dall-e, ai-bot, python, web-browsing, self-hosted

mediumabout#3

Update the repository description for clarity and impact

Why:

CURRENT

This is a very early attempt at having chatGPT work within a telegram bot

COPY-PASTE FIX

A self-hostable Telegram bot integrating ChatGPT, DALL-E (stable diffusion), and web browsing for AI chat and image generation.

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 altryne/chatGPT-telegram-bot

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

LangChain

Recommended in 2 of 2 queries

COMPETITOR LEADERBOARD

LangChain · recommended 2×
Telegram Bot API · recommended 1×
OpenAI API · recommended 1×
Flask · recommended 1×
FastAPI · recommended 1×

CATEGORY QUERY
How can I build a bot to chat with an AI language model on a messaging platform?
you: not recommended
AI recommended (in order):
1. Telegram Bot API
2. OpenAI API
3. Flask
4. FastAPI
5. python-telegram-bot
6. Discord.js
7. Google Cloud's Generative AI
8. PaLM 2
9. Gemini
10. Express.js
11. LangChain
12. Slack API
13. slack_sdk
14. Microsoft Bot Framework
15. Azure OpenAI Service
16. Microsoft Teams API
17. WhatsApp Business API
18. Botpress
19. ManyChat
20. Tidio
21. Dialogflow ES
22. Dialogflow CX
AI recommended 22 alternatives but never named altryne/chatGPT-telegram-bot. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Looking for a Python bot framework that enables AI to browse the web and generate images.
you: not recommended
AI recommended (in order):
1. LangChain
2. LlamaIndex
3. Haystack
4. OpenAI Python Library
5. Transformers
AI recommended 5 alternatives but never named altryne/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
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 altryne/chatGPT-telegram-bot?
pass
AI named altryne/chatGPT-telegram-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 altryne/chatGPT-telegram-bot in production, what risks or prerequisites should they evaluate first?
pass
AI named altryne/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 altryne/chatGPT-telegram-bot solve, and who is the primary audience?
pass
AI did not name altryne/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?

Embed your GEO score

Drop this badge into the README of altryne/chatGPT-telegram-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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altryne/chatGPT-telegram-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