RRepoGEO

REPOGEO REPORT · LITE

convergence-ai/proxy-lite

Default branch main · commit a4389c59 · scanned 6/3/2026, 3:43:22 PM

GitHub: 990 stars · 149 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 convergence-ai/proxy-lite, 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 improve categorization

    Why:

    CURRENT
    (none)
    COPY-PASTE FIX
    ai-assistant, task-automation, llm, open-weights, local-ai, vllm, inference-server, natural-language-processing
  • highreadme#2
    Reposition README H2 to clearly state its function as a local AI assistant

    Why:

    CURRENT
    <h2>A mini, open-weights, version of <a href="https://proxy.convergence.ai">Proxy</a>.</h2>
    COPY-PASTE FIX
    <h2>Proxy Lite: Run a powerful, open-weights AI assistant locally for task automation.</h2>
  • mediumreadme#3
    Clarify the existing license in the README

    Why:

    COPY-PASTE FIX
    Add a section or line in the README, e.g., '## License\nThis project is licensed under [describe license terms, e.g., a custom license based on X and Y]. See the LICENSE file for full details.'

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 convergence-ai/proxy-lite
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Open Interpreter
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Open Interpreter · recommended 1×
  2. AutoGPT · recommended 1×
  3. AgentGPT · recommended 1×
  4. SuperAGI · recommended 1×
  5. OpenInterpreter/Open-Interpreter · recommended 1×
  • CATEGORY QUERY
    How can I run a local AI assistant to execute tasks from natural language prompts?
    you: not recommended
    AI recommended (in order):
    1. Open Interpreter
    2. AutoGPT
    3. AgentGPT
    4. SuperAGI

    AI recommended 4 alternatives but never named convergence-ai/proxy-lite. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What open-source tools allow running an AI assistant locally for task automation?
    you: not recommended
    AI recommended (in order):
    1. Open Interpreter (OpenInterpreter/Open-Interpreter)
    2. AutoGPT (Significant-Gravitas/AutoGPT)
    3. AgentGPT (AgentGPT/AgentGPT)
    4. SuperAGI (TransformerOptimus/SuperAGI)
    5. LangChain (langchain-ai/langchain)
    6. Ollama (ollama/ollama)
    7. LM Studio

    AI recommended 7 alternatives but never named convergence-ai/proxy-lite. 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 convergence-ai/proxy-lite?
    pass
    AI did not name convergence-ai/proxy-lite — 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 convergence-ai/proxy-lite in production, what risks or prerequisites should they evaluate first?
    pass
    AI named convergence-ai/proxy-lite 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 convergence-ai/proxy-lite solve, and who is the primary audience?
    pass
    AI named convergence-ai/proxy-lite explicitly

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

Embed your GEO score

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MARKDOWN (README)
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HTML
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convergence-ai/proxy-lite — RepoGEO report