RRepoGEO

REPOGEO REPORT · LITE

chenyuan200356-droid/crypto-news-bot

Default branch main · commit 748328c6 · scanned 6/9/2026, 12:18:11 PM

GitHub: 493 stars · 0 forks

AI VISIBILITY SCORE
17 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 0 warn · 1 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 chenyuan200356-droid/crypto-news-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
  • highabout#1
    Add a concise English description to the About section

    Why:

    COPY-PASTE FIX
    A high-frequency Telegram bot for real-time, AI-summarized news on cryptocurrency, RWA, macroeconomics, and global regulatory policies, powered by Claude 4.
  • hightopics#2
    Add relevant topics to improve categorization

    Why:

    COPY-PASTE FIX
    telegram-bot, cryptocurrency, crypto-news, ai, claude, financial-news, real-time, rwa, policy, news-bot
  • highreadme#3
    Add a clear English project summary to the README's opening

    Why:

    CURRENT
    # 🚨 Telegram 全球金融/加密/政策快讯机器人

## 📋 项目简介
一个高频、权威、极简的监控系统，专注于加密货币、RWA（现实世界资产）、宏观经济及全球监管政策的实时监控。
    COPY-PASTE FIX
    # 🚨 Telegram 全球金融/加密/政策快讯机器人

This is a high-frequency, AI-powered Telegram bot delivering real-time, summarized news on cryptocurrency, RWA, macroeconomics, and global regulatory policies, leveraging Claude 4 for intelligent filtering and dual-language output.

## 📋 项目简介
一个高频、权威、极简的监控系统，专注于加密货币、RWA（现实世界资产）、宏观经济及全球监管政策的实时监控。

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 chenyuan200356-droid/crypto-news-bot
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
CoinWire
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. CoinWire · recommended 1×
  2. NewsCatcher API · recommended 1×
  3. Zapier · recommended 1×
  4. Make · recommended 1×
  5. Telegram Bot API · recommended 1×
  • CATEGORY QUERY
    How to get real-time AI-summarized crypto and financial news delivered to Telegram?
    you: not recommended
    AI recommended (in order):
    1. CoinWire
    2. NewsCatcher API
    3. Zapier
    4. Make
    5. Telegram Bot API
    6. BotFather
    7. ChatGPT
    8. Claude
    9. Gemini Pro
    10. CryptoPanic

    AI recommended 10 alternatives but never named chenyuan200356-droid/crypto-news-bot. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a high-frequency bot for global financial policy and crypto news with multi-language support.
    you: not recommended
    AI recommended (in order):
    1. NewsAPI.org
    2. CoinAPI.io
    3. Nomics
    4. Google Cloud Translation API
    5. Refinitiv Eikon / Workspace
    6. Bloomberg Terminal
    7. Alpaca News API
    8. CryptoCompare API
    9. DeepL API
    10. Twitter API
    11. spaCy
    12. NLTK

    AI recommended 12 alternatives but never named chenyuan200356-droid/crypto-news-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
    fail

    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 chenyuan200356-droid/crypto-news-bot?
    pass
    AI did not name chenyuan200356-droid/crypto-news-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 chenyuan200356-droid/crypto-news-bot in production, what risks or prerequisites should they evaluate first?
    pass
    AI named chenyuan200356-droid/crypto-news-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 chenyuan200356-droid/crypto-news-bot solve, and who is the primary audience?
    pass
    AI did not name chenyuan200356-droid/crypto-news-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 chenyuan200356-droid/crypto-news-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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chenyuan200356-droid/crypto-news-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