RRepoGEO

REPOGEO REPORT · LITE

josonle/Coding-Now

Default branch master · commit 32b963ff · scanned 7/1/2026, 8:53:09 PM

GitHub: 1,054 stars · 305 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
28 /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
2 / 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 josonle/Coding-Now, 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
    Add a concise, descriptive statement to the top of the README

    Why:

    COPY-PASTE FIX
    This repository serves as a personally curated collection of learning notes, ebooks, video resources, and useful links covering big data, machine learning, Linux, algorithms, and various software development fundamentals.
  • mediumabout#2
    Add a homepage URL to the repository's About section

    Why:

    COPY-PASTE FIX
    https://github.com/josonle/Coding-Now
  • mediumtopics#3
    Expand repository topics to include more specific learning resource categories

    Why:

    CURRENT
    bigdata, coding, ebook-collection, hadoop-hive, java, linux, notes, spark
    COPY-PASTE FIX
    bigdata, coding, ebook-collection, hadoop-hive, java, linux, notes, spark, learning-resources, study-notes, data-science-learning, algorithms-datastructures, computer-science-education

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 josonle/Coding-Now
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Coursera
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Coursera · recommended 2×
  2. Udemy · recommended 2×
  3. edX · recommended 2×
  4. Cloudera Academy · recommended 1×
  5. Databricks Academy · recommended 1×
  • CATEGORY QUERY
    Where can I find comprehensive learning resources for big data technologies like Hadoop and Spark?
    you: not recommended
    AI recommended (in order):
    1. Cloudera Academy
    2. Databricks Academy
    3. Coursera
    4. Udemy
    5. O'Reilly Media
    6. Apache Software Foundation Documentation
    7. edX

    AI recommended 7 alternatives but never named josonle/Coding-Now. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are some good curated collections of learning materials for software development fundamentals?
    you: not recommended
    AI recommended (in order):
    1. freeCodeCamp.org
    2. The Odin Project
    3. Codecademy
    4. Coursera
    5. edX
    6. Udemy
    7. Pluralsight

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

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josonle/Coding-Now — 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