RRepoGEO

REPOGEO REPORT · LITE

joyce677/TrendRadar

Default branch main · commit 680e8df3 · scanned 5/21/2026, 10:28:09 AM

GitHub: 1,723 stars · 1,081 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
35 /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
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 joyce677/TrendRadar, 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
  • hightopics#1
    Add specific topics for social media monitoring and Chinese platforms

    Why:

    COPY-PASTE FIX
    social-media-monitoring, trend-analysis, hot-topics, chinese-platforms, weibo, douyin, zhihu, bilibili, toutiao, baidu-hot-search, real-time-monitoring, notification-system, enterprise-wechat, feishu, dingtalk, telegram
  • highreadme#2
    Reposition README H1 to explicitly mention monitored platforms

    Why:

    CURRENT
    # 🎯TrendRadar 🚀 最快<strong>30秒</strong>部署的热点助手 —— 告别无效刷屏，只看真正关心的新闻资讯
    COPY-PASTE FIX
    # 🎯TrendRadar 🚀 最快<strong>30秒</strong>部署的热点助手 —— 一键监控今日头条、百度热搜、微博、抖音、知乎、B站等35个平台，告别无效刷屏，只看真正关心的新闻资讯
  • mediumabout#3
    Add a concise English summary to the repository description

    Why:

    CURRENT
    一键监控今日头条、百度热搜、微博、抖音、知乎、B站等35个平台，智能关键词筛选，自动生成热点分析报告。支持企业微信、飞书、钉钉、Telegram推送，30秒网页部署，1分钟手机通知，无需编程基础。还有文字和图片版api可调用
    COPY-PASTE FIX
    一键监控今日头条、百度热搜、微博、抖音、知乎、B站等35个平台，智能关键词筛选，自动生成热点分析报告。支持企业微信、飞书、钉钉、Telegram推送，30秒网页部署，1分钟手机通知，无需编程基础。还有文字和图片版api可调用 | TrendRadar: One-click monitoring for 35+ Chinese platforms (Toutiao, Baidu, Weibo, Douyin, Zhihu, Bilibili), smart keyword filtering, automated trend reports. Supports WeChat Work, Feishu, DingTalk, Telegram notifications. 30-second web deployment, no coding required. API available.

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 joyce677/TrendRadar
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Brandwatch
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Brandwatch · recommended 2×
  2. Meltwater · recommended 1×
  3. Synthesio · recommended 1×
  4. Lu Tan (舆情雷达) · recommended 1×
  5. Weibo Data Center (微博数据中心) · recommended 1×
  • CATEGORY QUERY
    How to monitor trending topics across various Chinese social media platforms and generate reports?
    you: not recommended
    AI recommended (in order):
    1. Meltwater
    2. Brandwatch
    3. Synthesio
    4. Lu Tan (舆情雷达)
    5. Weibo Data Center (微博数据中心)
    6. Douyin Data Insights (抖音数据洞察)
    7. Tableau
    8. Power BI

    AI recommended 8 alternatives but never named joyce677/TrendRadar. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Tool to track online hot topics with instant notifications and no coding required?
    you: not recommended
    AI recommended (in order):
    1. Google Alerts
    2. Talkwalker Alerts
    3. Mention
    4. Brandwatch
    5. Hootsuite
    6. Sprout Social

    AI recommended 6 alternatives but never named joyce677/TrendRadar. 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 joyce677/TrendRadar?
    pass
    AI named joyce677/TrendRadar explicitly

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

  • If a team adopts joyce677/TrendRadar in production, what risks or prerequisites should they evaluate first?
    pass
    AI named joyce677/TrendRadar 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 joyce677/TrendRadar solve, and who is the primary audience?
    pass
    AI named joyce677/TrendRadar explicitly

    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 joyce677/TrendRadar. 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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joyce677/TrendRadar — 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
joyce677/TrendRadar — RepoGEO report