RRepoGEO

REPOGEO REPORT · LITE

hkirat/what-im-learning

Default branch main · commit a26c883b · scanned 6/2/2026, 6:58:04 PM

GitHub: 999 stars · 91 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 hkirat/what-im-learning, 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 to clearly state the repo's purpose as a curated learning log

    Why:

    CURRENT
    # what-im-learning
    COPY-PASTE FIX
    # what-im-learning

A personal, curated log of interesting articles, videos, and resources I'm currently learning from, focusing on advanced engineering topics like blockchain, Rust, and cloud infrastructure.
  • hightopics#2
    Add relevant topics to the repository

    Why:

    COPY-PASTE FIX
    learning-log, curated-links, emerging-tech, blockchain, rust, cloud-infrastructure, engineering, personal-notes
  • highabout#3
    Add a concise description to the repository's 'About' section

    Why:

    COPY-PASTE FIX
    A personal, curated log of interesting articles, videos, and resources I'm currently learning from, covering advanced engineering topics.

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 hkirat/what-im-learning
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Hacker News
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Hacker News · recommended 1×
  2. arXiv · recommended 1×
  3. IEEE Spectrum · recommended 1×
  4. Google Scholar · recommended 1×
  5. Medium · recommended 1×
  • CATEGORY QUERY
    How to stay updated on emerging technologies and find deep-dive engineering content?
    you: not recommended
    AI recommended (in order):
    1. Hacker News
    2. arXiv
    3. IEEE Spectrum
    4. Google Scholar
    5. Medium
    6. O'Reilly Media
    7. YouTube

    AI recommended 7 alternatives but never named hkirat/what-im-learning. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for curated links to advanced topics like blockchain, Rust, and cloud infrastructure.
    you: not recommended
    AI recommended (in order):
    1. Solidity
    2. Hyperledger Fabric
    3. AWS Well-Architected Framework
    4. Google Cloud Architecture Framework
    5. Microsoft Azure Architecture Center
    6. Terraform
    7. Kubernetes

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

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hkirat/what-im-learning — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

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  • Brand-free category queries5 vs 2 in Lite
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