RRepoGEO

REPOGEO REPORT · LITE

dulikaifazr/Cougar-CLI

Default branch main · commit 77c22d05 · scanned 5/10/2026, 10:47:45 PM

GitHub: 1,201 stars · 50 forks

AI VISIBILITY SCORE
28 /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
2 / 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
    Reposition README H1 to clarify technology and core function

    Why:

    CURRENT
    # Cougar CLI

**An AI-powered programming assistant for the command line**
    COPY-PASTE FIX
    # Cougar CLI

**A Node.js AI-powered programming assistant for the command line, designed to help developers write, debug, and refactor code directly in their terminal.**
  • hightopics#2
    Expand repository topics for better categorization

    Why:

    CURRENT
    agent, cli, coding
    COPY-PASTE FIX
    agent, cli, coding, ai-assistant, code-generation, developer-tools, nodejs, terminal
  • mediumhomepage#3
    Add a homepage URL to 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
GitHub Copilot CLI
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. GitHub Copilot CLI · recommended 2×
  2. Cursor · recommended 1×
  3. Continue · recommended 1×
  4. Fig AI (Fig Autocomplete) · recommended 1×
  5. Shell Genie · recommended 1×
  • CATEGORY QUERY
    What are good AI coding assistants that run directly within my terminal?
    you: not recommended
    AI recommended (in order):
    1. Cursor
    2. Continue
    3. GitHub Copilot CLI
    4. Fig AI (Fig Autocomplete)
    5. Shell Genie
    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 command-line AI coding tool with robust Windows compatibility and image input.
    you: not recommended
    AI recommended (in order):
    1. GitHub Copilot CLI
    2. OpenAI API
    3. Google Gemini API
    4. Llama.cpp (ggerganov/llama.cpp)
    5. Hugging Face Transformers (huggingface/transformers)

    AI recommended 5 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 did not name dulikaifazr/Cougar-CLI — likely talking about a different project

    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