RRepoGEO

REPOGEO REPORT · LITE

bostrot/telegram-support-bot

Default branch master · commit db5edbee · scanned 6/15/2026, 11:50:58 PM

GitHub: 608 stars · 199 forks

AI VISIBILITY SCORE
40 /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
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 bostrot/telegram-support-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 the README's introductory paragraph to highlight self-hostable, open-source bot nature

    Why:

    CURRENT
    > TSB is a support bot for Telegram and Signal. It lets users create tickets which will be sent to a staff group and can be answered by a reply. Now also supports LLMs (e.g. OpenAI) to automatically assist users.
    COPY-PASTE FIX
    TSB is an **open-source, self-hostable support bot** for Telegram and Signal. It provides a complete ticketing system, allowing users to create tickets that are sent to a staff group and can be answered by a reply. Now also supports LLMs (e.g. OpenAI) to automatically assist users, offering a powerful alternative to proprietary helpdesk platforms.
  • mediumabout#2
    Update the repository description to include Signal support and LLM integration

    Why:

    CURRENT
    A Telegram ticketing/supporting system.
    COPY-PASTE FIX
    An open-source, self-hostable ticketing and support bot for Telegram and Signal, featuring LLM integration for automated assistance.
  • lowtopics#3
    Add 'ai' and 'llm' to the repository topics

    Why:

    CURRENT
    bot, staff-groups, support-bot, telegraf-framework, telegram, telegram-bot, telegram-support-bot, ticket, ticketing, ticketing-system
    COPY-PASTE FIX
    ai, llm, bot, staff-groups, support-bot, telegraf-framework, telegram, telegram-bot, telegram-support-bot, ticket, ticketing, ticketing-system

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 bostrot/telegram-support-bot
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Intercom
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Intercom · recommended 2×
  2. Help Scout · recommended 2×
  3. Zendesk · recommended 1×
  4. Freshdesk · recommended 1×
  5. Gladly · recommended 1×
  • CATEGORY QUERY
    How can I implement a support ticket system for users on a chat platform?
    you: not recommended
    AI recommended (in order):
    1. Zendesk
    2. Freshdesk
    3. Intercom
    4. Help Scout
    5. Gladly
    6. Salesforce Service Cloud
    7. OsTicket (osTicket/osTicket)

    AI recommended 7 alternatives but never named bostrot/telegram-support-bot. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools help manage customer inquiries and staff responses within a messaging app?
    you: not recommended
    AI recommended (in order):
    1. Intercom
    2. Zendesk Support Suite (with Chat/Messaging)
    3. Freshdesk Messaging (formerly Freshchat)
    4. Drift
    5. Help Scout
    6. Crisp
    7. Gorgias

    AI recommended 7 alternatives but never named bostrot/telegram-support-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 bostrot/telegram-support-bot?
    pass
    AI named bostrot/telegram-support-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 bostrot/telegram-support-bot in production, what risks or prerequisites should they evaluate first?
    pass
    AI named bostrot/telegram-support-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 bostrot/telegram-support-bot solve, and who is the primary audience?
    pass
    AI named bostrot/telegram-support-bot explicitly

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

Embed your GEO score

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MARKDOWN (README)
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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite