RRepoGEO

REPOGEO REPORT · LITE

j178/leetgo

Default branch master · commit 87078d95 · scanned 6/3/2026, 2:47:10 PM

GitHub: 688 stars · 47 forks

AI VISIBILITY SCORE
54 /100
Needs work
Category recall
1 / 2
Avg rank #6.0 when recommended
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 j178/leetgo, 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
    Emphasize unique value proposition in README's opening paragraph

    Why:

    CURRENT
    Leetgo is a command-line tool for LeetCode that provides almost all the functionality of LeetCode, allowing you to do all of your LeetCode exercises without leaving the terminal. It can automatically generate **skeleton code and test cases**, support **local testing and debugging**, and you can use any IDE you like to solve problems.
    COPY-PASTE FIX
    Leetgo is your ultimate command-line companion for LeetCode, designed specifically for Go developers. It provides almost all the functionality of LeetCode directly in your terminal, uniquely focusing on automatically generating **Go-specific skeleton code and test cases**, supporting **local testing and debugging**, and streamlining your contest submissions.
  • mediumhomepage#2
    Add a homepage URL to the repository's About section

    Why:

    COPY-PASTE FIX
    https://github.com/j178/leetgo
  • lowreadme#3
    Add a 'Comparison with Alternatives' section to the README

    Why:

    COPY-PASTE FIX
    Add a new section to the README, for example, 'Comparison with Alternatives' or 'Why Leetgo?', that clearly outlines how `leetgo`'s Go-specific features, local testing, and contest automation differentiate it from other general LeetCode CLI tools.

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
1 / 2
50% of queries surface j178/leetgo
Avg rank
#6.0
Lower is better. #1 = top recommendation.
Share of voice
8%
Of all named tools, what % are you?
Top rival
leet-dl
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. leet-dl · recommended 2×
  2. LeetCode CLI · recommended 1×
  3. lc-cli · recommended 1×
  4. LeetCode-Go · recommended 1×
  5. Competitive Programming Helper (CPH) · recommended 1×
  • CATEGORY QUERY
    What are good command-line tools for practicing LeetCode problems and managing submissions?
    you: not recommended
    AI recommended (in order):
    1. LeetCode CLI
    2. lc-cli
    3. LeetCode-Go
    4. leet-dl
    5. Competitive Programming Helper (CPH)

    AI recommended 5 alternatives but never named j178/leetgo. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How to automate LeetCode problem setup, local testing, and contest submissions from terminal?
    you: #6
    AI recommended (in order):
    1. lc
    2. leetcode-cli
    3. curl
    4. requests
    5. competitive-programming-cli
    6. leetgo ← you
    7. leet-dl
    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 j178/leetgo?
    pass
    AI named j178/leetgo explicitly

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

  • If a team adopts j178/leetgo in production, what risks or prerequisites should they evaluate first?
    pass
    AI named j178/leetgo 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 j178/leetgo solve, and who is the primary audience?
    pass
    AI named j178/leetgo explicitly

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

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j178/leetgo — 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