RRepoGEO

REPOGEO REPORT · LITE

ViggoZ/producthunt-daily-hot

Default branch main · commit 4a242daa · scanned 6/9/2026, 3:48:10 AM

GitHub: 978 stars · 128 forks

AI VISIBILITY SCORE
27 /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
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 ViggoZ/producthunt-daily-hot, 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 opening paragraph to emphasize automated content generation

    Why:

    CURRENT
    Product Hunt 每日热榜是一个基于 GitHub Action 的自动化工具，它能够每天定时生成 Product Hunt 上的热门产品榜单 Markdown 文件，并自动提交到 GitHub 仓库中。该项目旨在帮助用户快速查看每日的 Product Hunt 热门榜单，并提供更详细的产品信息。
    COPY-PASTE FIX
    Product Hunt 每日中文热榜是一个基于 GitHub Actions 的自动化内容生成工具。它利用 OpenAI GPT-4 每日抓取 Product Hunt 热门产品，自动翻译、总结并生成高质量的中文 Markdown 榜单，可直接发布到网站或博客，帮助用户快速获取每日产品动态。
  • mediumtopics#2
    Add more specific topics to improve categorization

    Why:

    CURRENT
    producthunt
    COPY-PASTE FIX
    producthunt, github-actions, automation, content-generation, ai-translation, markdown, wordpress
  • lowabout#3
    Refine the repository description for clarity on automation and content output

    Why:

    CURRENT
    自动生成每日Product Hunt热门产品中文榜单，基于GitHub Actions自动提交Markdown文件
    COPY-PASTE FIX
    基于GitHub Actions的自动化工具，每日利用AI翻译和总结Product Hunt热门产品，生成高质量中文Markdown榜单，并可自动发布到WordPress。

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 ViggoZ/producthunt-daily-hot
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Exploding Topics
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Exploding Topics · recommended 1×
  2. Trend Hunter · recommended 1×
  3. Google Trends · recommended 1×
  4. Product Hunt · recommended 1×
  5. Jungle Scout · recommended 1×
  • CATEGORY QUERY
    Need an automated tool to curate and summarize daily trending products for my website.
    you: not recommended
    AI recommended (in order):
    1. Exploding Topics
    2. Trend Hunter
    3. Google Trends
    4. Product Hunt
    5. Jungle Scout
    6. Etsy Trend Reports
    7. SEMrush

    AI recommended 7 alternatives but never named ViggoZ/producthunt-daily-hot. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a solution for AI-powered translation of external product feeds into blog content.
    you: not recommended
    AI recommended (in order):
    1. DeepL Pro
    2. Beautiful Soup
    3. Cheerio
    4. OpenAI's GPT-3.5/GPT-4 API
    5. Hugging Face Transformers
    6. Phrase
    7. Google Translate
    8. Google Cloud Translation API
    9. Google Cloud AI Platform
    10. Amazon Translate
    11. Amazon SageMaker
    12. Locize
    13. Smartling

    AI recommended 13 alternatives but never named ViggoZ/producthunt-daily-hot. 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 ViggoZ/producthunt-daily-hot?
    pass
    AI did not name ViggoZ/producthunt-daily-hot — 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 ViggoZ/producthunt-daily-hot in production, what risks or prerequisites should they evaluate first?
    pass
    AI named ViggoZ/producthunt-daily-hot 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 ViggoZ/producthunt-daily-hot solve, and who is the primary audience?
    pass
    AI did not name ViggoZ/producthunt-daily-hot — 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?

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  • Brand-free category queries5 vs 2 in Lite
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