RRepoGEO

REPOGEO REPORT · LITE

EuniAI/Prometheus

Default branch main · commit 5e1b712d · scanned 5/29/2026, 6:32:49 PM

GitHub: 992 stars · 61 forks

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 EuniAI/Prometheus, 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 and intro to highlight codebase AI agent

    Why:

    CURRENT
    ⚡ AI-Powered Software 3.0 Platform ⚡
    
    Redefining Software Productivity Beyond Vibe Coding — There’s More Beyond Lovable and Replit.
    Moving beyond unreliable prototype generation, Prometheus turns your ideas into verifiable, affordable software through autonomous code agents.
    COPY-PASTE FIX
    ⚡ Prometheus: A Knowledge-Graph-Driven AI Agent for Codebases ⚡
    
    Prometheus maps, understands, and repairs complex codebases through reasoning, moving beyond unreliable prototype generation to deliver verifiable, affordable software via autonomous code agents.
  • hightopics#2
    Add specific topics for AI agents and code analysis

    Why:

    COPY-PASTE FIX
    ai-agent, knowledge-graph, code-analysis, code-repair, software-engineering, autonomous-agents, llm-agents, codebase-understanding
  • mediumhomepage#3
    Add the project homepage URL

    Why:

    COPY-PASTE FIX
    https://euni.ai/

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 EuniAI/Prometheus
Avg rank
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
GPT-4
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. GPT-4 · recommended 2×
  2. Cursor · recommended 1×
  3. GitHub Copilot Workspace · recommended 1×
  4. Aider · recommended 1×
  5. SWE-agent · recommended 1×
  • CATEGORY QUERY
    AI agent for understanding complex codebases and autonomously repairing software issues?
    you: not recommended
    AI recommended (in order):
    1. Cursor
    2. GitHub Copilot Workspace
    3. Aider
    4. SWE-agent
    5. OpenDevin
    6. GPT-Engineer
    7. LangChain
    8. LlamaIndex
    9. GPT-4
    10. Claude 3 Opus

    AI recommended 10 alternatives but never named EuniAI/Prometheus. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What AI tools generate verifiable software using autonomous code agents, beyond simple prototypes?
    you: not recommended
    AI recommended (in order):
    1. Copilot for Azure
    2. Code Llama
    3. GPT-4
    4. AlphaCode 2
    5. Frama-C
    6. Dafny
    7. Coq

    AI recommended 7 alternatives but never named EuniAI/Prometheus. 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 EuniAI/Prometheus?
    pass
    AI named EuniAI/Prometheus explicitly

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

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

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

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EuniAI/Prometheus — 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