RRepoGEO

REPOGEO REPORT · LITE

Lesabotsy/bootcamp

Default branch main · commit 268e6fc0 · scanned 6/15/2026, 12:22:59 AM

GitHub: 586 stars · 9 forks

AI VISIBILITY SCORE
23 /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
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 Lesabotsy/bootcamp, 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

2 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highabout#1
    Add a concise About description

    Why:

    COPY-PASTE FIX
    An opinionated, self-study guide for foundational Computer Science, covering core concepts and specializations like Web Development, Databases, and Machine Learning, based on university courses.
  • highlicense#2
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Create a LICENSE file in the repository root. Choose an appropriate open-source license (e.g., MIT, Apache-2.0, GPL-3.0) that reflects your intentions for the content.

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 Lesabotsy/bootcamp
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
OSS University (Open Source Society University) - Computer Science Path
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. OSS University (Open Source Society University) - Computer Science Path · recommended 1×
  2. teachyourselfcs.com · recommended 1×
  3. freeCodeCamp - Scientific Computing with Python Certification · recommended 1×
  4. The Odin Project - Foundations Path · recommended 1×
  5. Coursera - Google IT Support Professional Certificate · recommended 1×
  • CATEGORY QUERY
    Where can I find a structured curriculum for self-learning computer science fundamentals?
    you: not recommended
    AI recommended (in order):
    1. OSS University (Open Source Society University) - Computer Science Path
    2. teachyourselfcs.com
    3. freeCodeCamp - Scientific Computing with Python Certification
    4. The Odin Project - Foundations Path
    5. Coursera - Google IT Support Professional Certificate
    6. IBM Data Science Professional Certificate
    7. Google Data Analytics Professional Certificate

    AI recommended 7 alternatives but never named Lesabotsy/bootcamp. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best free university-level resources to learn core computer science concepts?
    you: not recommended
    AI recommended (in order):
    1. CS50's Introduction to Computer Science
    2. MIT OpenCourseWare (OCW)
    3. Stanford University
    4. University of California, Berkeley
    5. Coursera
    6. freeCodeCamp.org
    7. Khan Academy

    AI recommended 7 alternatives but never named Lesabotsy/bootcamp. 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 Lesabotsy/bootcamp?
    pass
    AI named Lesabotsy/bootcamp explicitly

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

  • If a team adopts Lesabotsy/bootcamp in production, what risks or prerequisites should they evaluate first?
    pass
    AI named Lesabotsy/bootcamp 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 Lesabotsy/bootcamp solve, and who is the primary audience?
    pass
    AI did not name Lesabotsy/bootcamp — 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

Drop this badge into the README of Lesabotsy/bootcamp. 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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Lesabotsy/bootcamp — 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