RRepoGEO

REPOGEO REPORT · LITE

Fabsqrt/BitTiger

Default branch master · commit 8c9c25ad · scanned 5/23/2026, 2:07:35 PM

GitHub: 2,160 stars · 549 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
35 /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
3 / 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 Fabsqrt/BitTiger, 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 clear introductory sentence to the README to prevent miscategorization

    Why:

    CURRENT
    The README currently transitions directly from the H1 to a section titled 'What are we doing?'.
    COPY-PASTE FIX
    Insert the following sentence immediately after the `# BitTiger, 来自硅谷的终身学习平台` heading: 'This repository serves as the official curriculum and learning resources for BitTiger, an educational platform focused on mastering cutting-edge technology skills like AI and Blockchain. It contains course content and educational materials, not a software project or a compiler.'
  • hightopics#2
    Expand repository topics to accurately reflect its educational nature and content

    Why:

    CURRENT
    ai, blockchain
    COPY-PASTE FIX
    education, e-learning, online-courses, lifelong-learning, curriculum, artificial-intelligence, blockchain, computer-science, algorithm-design, system-design, data-science, software-development
  • mediumlicense#3
    Add a LICENSE file to the repository

    Why:

    CURRENT
    (no LICENSE file detected — the repo has no recognizable license)
    COPY-PASTE FIX
    Add a LICENSE file (e.g., MIT, Apache-2.0, or GPL-3.0) to the repository root.

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 Fabsqrt/BitTiger
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. edX · recommended 2×
  3. Udemy · recommended 2×
  4. freeCodeCamp · recommended 1×
  5. Google AI Education · recommended 1×
  • CATEGORY QUERY
    What are some good resources for mastering blockchain and AI concepts from scratch?
    you: not recommended
    AI recommended (in order):
    1. Coursera
    2. edX
    3. Udemy
    4. freeCodeCamp
    5. Google AI Education
    6. TensorFlow (tensorflow/tensorflow)
    7. Keras (keras-team/keras)
    8. IBM Developer
    9. Hyperledger Fabric (hyperledger/fabric)
    10. Scikit-Learn (scikit-learn/scikit-learn)

    AI recommended 10 alternatives but never named Fabsqrt/BitTiger. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Where can I find a lifelong learning platform for cutting-edge technology skills?
    you: not recommended
    AI recommended (in order):
    1. Coursera
    2. edX
    3. Udemy
    4. Pluralsight
    5. O'Reilly Learning
    6. Datacamp
    7. Google Cloud Skills Boost
    8. AWS Training and Certification
    9. Microsoft Learn

    AI recommended 9 alternatives but never named Fabsqrt/BitTiger. 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 Fabsqrt/BitTiger?
    pass
    AI named Fabsqrt/BitTiger explicitly

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

  • If a team adopts Fabsqrt/BitTiger in production, what risks or prerequisites should they evaluate first?
    pass
    AI named Fabsqrt/BitTiger 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 Fabsqrt/BitTiger solve, and who is the primary audience?
    pass
    AI named Fabsqrt/BitTiger explicitly

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

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Fabsqrt/BitTiger — 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