RRepoGEO

REPOGEO REPORT · LITE

CodedotAl/gpt-code-clippy

Default branch camera-ready · commit dbd69e55 · scanned 5/20/2026, 6:23:43 AM

GitHub: 3,275 stars · 219 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
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 CodedotAl/gpt-code-clippy, 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

1 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • mediumreadme#1
    Refine the README's opening statement for immediate clarity

    Why:

    CURRENT
    # GPT-Code-Clippy (GPT-CC)
**Please refer to our new GitHub Wiki which documents our efforts in detail in creating the open source version of GitHub Copilot**
    COPY-PASTE FIX
    # GPT-Code-Clippy (GPT-CC)
GPT-Code-Clippy (GPT-CC) is your open-source, self-hostable alternative to GitHub Copilot, providing AI-powered code completion and generation. Dive into our GitHub Wiki for detailed documentation on building and using this project.

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 CodedotAl/gpt-code-clippy
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Tabby
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Tabby · recommended 1×
  2. Code Llama · recommended 1×
  3. Ollama · recommended 1×
  4. FauxPilot · recommended 1×
  5. Continue · recommended 1×
  • CATEGORY QUERY
    Looking for an open source alternative to proprietary AI code completion tools.
    you: not recommended
    AI recommended (in order):
    1. Tabby
    2. Code Llama
    3. Ollama
    4. FauxPilot
    5. Continue
    6. YouCode
    7. LocalAI

    AI recommended 7 alternatives but never named CodedotAl/gpt-code-clippy. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How can I get AI assistance for writing code faster in my IDE?
    you: not recommended
    AI recommended (in order):
    1. GitHub Copilot
    2. Tabnine
    3. CodeWhisperer
    4. JetBrains AI Assistant
    5. Google Gemini for Developers
    6. Cursor

    AI recommended 6 alternatives but never named CodedotAl/gpt-code-clippy. 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 CodedotAl/gpt-code-clippy?
    pass
    AI did not name CodedotAl/gpt-code-clippy — 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?

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

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

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CodedotAl/gpt-code-clippy — 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