RRepoGEO

REPOGEO REPORT · LITE

dulikaifazr/Cougar-CLI

Default branch main · commit 77c22d05 · scanned 6/21/2026, 12:23:06 AM

GitHub: 1,206 stars · 49 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 dulikaifazr/Cougar-CLI, 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
    Strengthen README's core identity and clarify scope

    Why:

    CURRENT
    **An AI-powered programming assistant for the command line**
    COPY-PASTE FIX
    **Cougar CLI is a universal AI programming assistant designed for the command line, supporting multiple LLM providers. It is not tied to any specific framework like NestJS.**
  • hightopics#2
    Add more specific AI and feature-related topics

    Why:

    CURRENT
    agent, cli, coding
    COPY-PASTE FIX
    ai-agent, cli-tool, coding-assistant, llm, generative-ai, terminal-ai, windows-compatibility, image-input
  • mediumhomepage#3
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://github.com/dulikaifazr/Cougar-CLI

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 dulikaifazr/Cougar-CLI
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Cursor
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Cursor · recommended 1×
  2. Continue · recommended 1×
  3. GPT-CLI · recommended 1×
  4. Shell Genie · recommended 1×
  5. CodeGPT · recommended 1×
  • CATEGORY QUERY
    What are some AI coding assistants that run directly in my terminal?
    you: not recommended
    AI recommended (in order):
    1. Cursor
    2. Continue
    3. GPT-CLI
    4. Shell Genie
    5. CodeGPT
    6. Aider

    AI recommended 6 alternatives but never named dulikaifazr/Cougar-CLI. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a CLI AI coding tool with drag-and-drop image input on Windows.
    you: not recommended
    AI recommended (in order):
    1. Visual Studio Code (microsoft/vscode)
    2. Image Preview
    3. GitHub Copilot
    4. Codeium
    5. Tabnine
    6. Jupyter Notebook (jupyter/notebook)
    7. JupyterLab (jupyterlab/jupyterlab)
    8. OpenCV (opencv/opencv)
    9. Pillow (python-pillow/Pillow)
    10. scikit-image (scikit-image/scikit-image)
    11. Google Colaboratory
    12. ImageMagick (ImageMagick/ImageMagick)
    13. FFmpeg (FFmpeg/FFmpeg)
    14. Python
    15. watchdog (gorakhargosh/watchdog)
    16. OpenAI API

    AI recommended 16 alternatives but never named dulikaifazr/Cougar-CLI. 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 dulikaifazr/Cougar-CLI?
    pass
    AI named dulikaifazr/Cougar-CLI explicitly

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

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

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

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dulikaifazr/Cougar-CLI — 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