RRepoGEO

REPOGEO REPORT · LITE

leetcode-mafia/cheetah

Default branch main · commit e66db5be · scanned 7/1/2026, 6:21:53 PM

GitHub: 4,257 stars · 300 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 leetcode-mafia/cheetah, 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 category and platform-specific topics

    Why:

    CURRENT
    ai, chatgpt, gpt, gpt-4, openai, swift, swiftui, whisper, whisper-cpp
    COPY-PASTE FIX
    ai, chatgpt, gpt, gpt-4, openai, swift, swiftui, whisper, whisper-cpp, interview-prep, coding-interviews, tech-interviews, macos-app, native-app, apple-silicon
  • highhomepage#2
    Add a homepage URL to the About section

    Why:

    COPY-PASTE FIX
    https://github.com/leetcode-mafia/cheetah
  • mediumreadme#3
    Slightly refine the README's opening to emphasize personal, local coaching

    Why:

    CURRENT
    Cheetah is an AI-powered macOS app designed to assist users with software engineering interview practice. It provides real-time coaching and live coding platform integration.
    COPY-PASTE FIX
    Cheetah is an AI-powered macOS app designed to assist users with software engineering interview practice. It functions as your personal, local AI coach, providing real-time feedback and live coding platform integration, distinct from collaborative or web-based solutions.

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 leetcode-mafia/cheetah
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Pramp
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Pramp · recommended 2×
  2. LeetCode · recommended 1×
  3. LeetCode Premium · recommended 1×
  4. Chrome Web Store · recommended 1×
  5. Google Chrome · recommended 1×
  • CATEGORY QUERY
    What are the best AI tools for practicing software engineering interviews on Mac?
    you: not recommended
    AI recommended (in order):
    1. LeetCode
    2. LeetCode Premium
    3. Chrome Web Store
    4. Google Chrome
    5. Microsoft Edge
    6. Pramp
    7. Interviewing.io
    8. ChatGPT
    9. GPT-4
    10. Claude
    11. Gemini
    12. NeetCode.io
    13. CoderPad
    14. HackerRank

    AI recommended 14 alternatives but never named leetcode-mafia/cheetah. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Which tools offer real-time AI feedback for coding interviews on Apple Silicon?
    you: not recommended
    AI recommended (in order):
    1. LeetCode with AI Chat
    2. CoderPad with AI Assistant
    3. CodeSignal with AI Interviewer
    4. Pramp
    5. Replit with Ghostwriter

    AI recommended 5 alternatives but never named leetcode-mafia/cheetah. 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 leetcode-mafia/cheetah?
    pass
    AI named leetcode-mafia/cheetah explicitly

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

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

    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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leetcode-mafia/cheetah — 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