RRepoGEO

REPOGEO REPORT · LITE

JayHeng/pzh-mcu-bi-weekly

Default branch master · commit b0976eb7 · scanned 5/28/2026, 11:59:15 PM

GitHub: 659 stars · 57 forks

AI VISIBILITY SCORE
22 /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
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 JayHeng/pzh-mcu-bi-weekly, 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 relevant topics to the repository

    Why:

    COPY-PASTE FIX
    embedded, microcontroller, mcu, newsletter, bi-weekly, news, tools, projects, hardware, electronics, curation, publication
  • highreadme#2
    Explicitly state "open-source curated report" in the README's first paragraph

    Why:

    CURRENT
    从2020年2月份（2020农历庚子鼠年正月）开始我将为大家带来《痞子衡嵌入式半月刊》，分享嵌入式领域有用有趣的工具或项目以及一些热点新闻。
    COPY-PASTE FIX
    从2020年2月份（2020农历庚子鼠年正月）开始，我将为大家带来《痞子衡嵌入式半月刊》这份**开源精选周报**，分享嵌入式领域有用有趣的工具或项目以及一些热点新闻。
  • mediumhomepage#3
    Add the repository URL as the homepage

    Why:

    COPY-PASTE FIX
    https://github.com/JayHeng/pzh-mcu-bi-weekly

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 JayHeng/pzh-mcu-bi-weekly
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Hackaday.com
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Hackaday.com · recommended 1×
  2. EEVblog · recommended 1×
  3. Adafruit Blog & Learn Guides · recommended 1×
  4. SparkFun Blog & Tutorials · recommended 1×
  5. Embedded.com · recommended 1×
  • CATEGORY QUERY
    What are some good resources for keeping up with new embedded tools and projects?
    you: not recommended
    AI recommended (in order):
    1. Hackaday.com
    2. EEVblog
    3. Adafruit Blog & Learn Guides
    4. SparkFun Blog & Tutorials
    5. Embedded.com
    6. STMicroelectronics
    7. NXP
    8. Microchip Technology
    9. Reddit
    10. r/embedded
    11. r/electronics
    12. r/arduino
    13. r/raspberry_pi

    AI recommended 13 alternatives but never named JayHeng/pzh-mcu-bi-weekly. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a regular digest of embedded industry news and interesting projects.
    you: not recommended
    AI recommended (in order):
    1. Embedded.com Newsletter
    2. Hackaday Newsletter
    3. EE Times Newsletter
    4. The Amp Hour Podcast/Newsletter
    5. Adafruit Blog/Newsletter
    6. SparkFun Blog/Newsletter
    7. Embedded Artistry Newsletter

    AI recommended 7 alternatives but never named JayHeng/pzh-mcu-bi-weekly. 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 JayHeng/pzh-mcu-bi-weekly?
    pass
    AI did not name JayHeng/pzh-mcu-bi-weekly — 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 JayHeng/pzh-mcu-bi-weekly in production, what risks or prerequisites should they evaluate first?
    pass
    AI named JayHeng/pzh-mcu-bi-weekly 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 JayHeng/pzh-mcu-bi-weekly solve, and who is the primary audience?
    pass
    AI did not name JayHeng/pzh-mcu-bi-weekly — 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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JayHeng/pzh-mcu-bi-weekly — 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