RRepoGEO

REPOGEO REPORT · LITE

CodebuffAI/codebuff

Default branch main · commit 62b164a1 · scanned 6/27/2026, 8:31:45 PM

GitHub: 6,770 stars · 827 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 CodebuffAI/codebuff, 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
  • hightopics#1
    Add relevant topics to the repository

    Why:

    CURRENT
    (none)
    COPY-PASTE FIX
    ai-coding-assistant, code-generation, terminal-tool, natural-language-programming, open-source-ai, llm-agent, developer-tools, free-tool
  • highreadme#2
    Reposition key features in the README's opening paragraph

    Why:

    CURRENT
    **Codebuff** is an open-source AI coding assistant that edits your codebase through natural language instructions. **Freebuff** is the free, ad-supported version — no subscription, no credits, no configuration.
    COPY-PASTE FIX
    **Codebuff** is an open-source AI coding assistant that edits your codebase through natural language instructions, *directly from your terminal*. **Freebuff** is the free, ad-supported version — no subscription, no credits, no configuration, and powered by the strongest open-source models.
  • mediumabout#3
    Update the repository description for clarity and keywords

    Why:

    CURRENT
    Generate code from the terminal!
    COPY-PASTE FIX
    An open-source AI coding assistant that edits your codebase via natural language instructions, directly from the terminal. Includes Freebuff, a free version powered by open-source models.

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 CodebuffAI/codebuff
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Cursor
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Cursor · recommended 2×
  2. Continue.dev · recommended 1×
  3. OpenDevin · recommended 1×
  4. smol-developer · recommended 1×
  5. aider · recommended 1×
  • CATEGORY QUERY
    How can I use natural language to modify my codebase directly from the terminal?
    you: not recommended
    AI recommended (in order):
    1. Cursor
    2. Continue.dev
    3. OpenDevin
    4. smol-developer
    5. aider
    6. ShellGPT (sgpt)
    7. Codeium

    AI recommended 7 alternatives but never named CodebuffAI/codebuff. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best free AI coding tools that use open-source models?
    you: not recommended
    AI recommended (in order):
    1. Cursor
    2. Continue
    3. Tabby
    4. Open Interpreter
    5. Ollama
    6. LM Studio
    7. Hugging Face Transformers

    AI recommended 7 alternatives but never named CodebuffAI/codebuff. 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 CodebuffAI/codebuff?
    pass
    AI named CodebuffAI/codebuff explicitly

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

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

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

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CodebuffAI/codebuff — 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