RRepoGEO

REPOGEO REPORT · LITE

goq/telegram-list

Default branch master · commit 622dbaea · scanned 5/9/2026, 5:52:41 PM

GitHub: 4,943 stars · 833 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 goq/telegram-list, 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 H1 to clarify it's a curated list/directory

    Why:

    CURRENT
    # telegram-list
    COPY-PASTE FIX
    # telegram-list: A Curated Directory of Telegram Groups, Channels & Bots for Developers and IT Professionals
  • highlicense#2
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Create a LICENSE file in the repository root with your chosen open-source license (e.g., MIT, Apache-2.0, GPL-3.0).
  • mediumhomepage#3
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    Add a relevant URL (e.g., a dedicated project page, a blog post about the list, or even the GitHub repo URL itself if no other page exists) to the 'Homepage' field in the repository settings.

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 goq/telegram-list
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Node.js
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Node.js · recommended 1×
  2. React · recommended 1×
  3. Angular · recommended 1×
  4. Vue.js · recommended 1×
  5. Amazon Web Services · recommended 1×
  • CATEGORY QUERY
    Where can I find active Telegram groups for software development and IT topics?
    you: not recommended
    AI recommended (in order):
    1. Node.js
    2. React
    3. Angular
    4. Vue.js
    5. Amazon Web Services
    6. Microsoft Azure
    7. Google Cloud Platform

    AI recommended 7 alternatives but never named goq/telegram-list. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a curated list of Telegram channels for machine learning and data science news.
    you: not recommended
    AI recommended (in order):
    1. AI News by Synced
    2. Machine Learning News
    3. Data Science News
    4. Papers with Code
    5. Towards Data Science
    6. Deep Learning News
    7. Kaggle News

    AI recommended 7 alternatives but never named goq/telegram-list. 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 goq/telegram-list?
    pass
    AI did not name goq/telegram-list — 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 goq/telegram-list in production, what risks or prerequisites should they evaluate first?
    pass
    AI named goq/telegram-list 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 goq/telegram-list solve, and who is the primary audience?
    pass
    AI named goq/telegram-list explicitly

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

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