RRepoGEO

REPOGEO REPORT · LITE

loocor/codmate

Default branch main · commit 2091c396 · scanned 6/13/2026, 9:57:03 AM

GitHub: 668 stars · 41 forks

AI VISIBILITY SCORE
40 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 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 loocor/codmate, 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
    Reposition the 'Project status (Archival note)' section

    Why:

    CURRENT
    ## Project status (Archival note)
I plan to **archive CodMate** after this update. Here is the reasoning that led to this decision:
Scope drift with limited new insight... Traditional heavyweight GUI is no longer the right center of gravity... Ecosystem already covers part of the gap...
    COPY-PASTE FIX
    Relocate the entire '## Project status (Archival note)' section to the bottom of the README, ensuring it appears after all descriptions of the app's features and usage.
  • highreadme#2
    Refine README opening to contrast with common AI coding tools

    Why:

    CURRENT
    CodMate is a macOS SwiftUI app for **managing CLI AI sessions**: browse, search, organize, resume, and review work produced by **Codex**, **Claude Code**, and **Gemini CLI**.
    COPY-PASTE FIX
    CodMate is a macOS SwiftUI app for **managing CLI AI sessions**: browse, search, organize, resume, and review work produced by **Codex**, **Claude Code**, and **Gemini CLI**. It provides a dedicated desktop GUI for your AI interaction history, distinguishing it from AI code generation tools or VS Code extensions.
  • mediumtopics#3
    Expand repository topics to include functional and platform keywords

    Why:

    CURRENT
    claude-code, codex-cli, codmate, gemini-cli, swift, swiftui
    COPY-PASTE FIX
    macos-app, desktop-app, ai-session-manager, cli-management, developer-tools, productivity, claude-code, codex-cli, codmate, gemini-cli, swift, swiftui

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 loocor/codmate
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Aider
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Aider · recommended 1×
  2. Continue.dev · recommended 1×
  3. ShellGPT (sgpt) · recommended 1×
  4. TermGPT · recommended 1×
  5. Obsidian · recommended 1×
  • CATEGORY QUERY
    How can I better organize and review my command-line AI assistant interactions?
    you: not recommended
    AI recommended (in order):
    1. Aider
    2. Continue.dev
    3. ShellGPT (sgpt)
    4. TermGPT
    5. Obsidian
    6. Jupyter Notebooks

    AI recommended 6 alternatives but never named loocor/codmate. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What macOS tools help streamline my AI code generation and project review workflows?
    you: not recommended
    AI recommended (in order):
    1. GitHub Copilot
    2. Cursor
    3. ChatGPT
    4. Sourcetree
    5. Jira
    6. Visual Studio Code
    7. Tabnine AI Autocomplete
    8. CodeGPT
    9. Continue
    10. GitLens

    AI recommended 10 alternatives but never named loocor/codmate. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    pass

  • 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 loocor/codmate?
    pass
    AI named loocor/codmate explicitly

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

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