RRepoGEO

REPOGEO REPORT · LITE

EuniAI/Prometheus

Default branch main · commit 5e1b712d · scanned 6/28/2026, 6:37:43 PM

GitHub: 1,002 stars · 61 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)

3 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 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 the README's opening to clearly state its core function as an AI agent for codebase understanding and repair

    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 is a Knowledge-Graph-Driven AI Agent designed to autonomously map, understand, and repair complex software codebases, moving beyond unreliable prototype generation to deliver verifiable, affordable software.
  • hightopics#2
    Add relevant topics to improve categorization and searchability

    Why:

    COPY-PASTE FIX
    ai-agent, knowledge-graph, code-analysis, code-repair, software-engineering, autonomous-agents, large-language-models, llm-agents, codebase-understanding, software-development
  • mediumhomepage#3
    Add the project's official 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
Tree-sitter
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Tree-sitter · recommended 1×
  2. Eclipse JDT · recommended 1×
  3. Roslyn (.NET Compiler Platform) · recommended 1×
  4. Clang LibTooling · recommended 1×
  5. Joern · recommended 1×
  • CATEGORY QUERY
    How can AI agents autonomously understand, map, and repair complex software codebases?
    you: not recommended
    AI recommended (in order):
    1. Tree-sitter
    2. Eclipse JDT
    3. Roslyn (.NET Compiler Platform)
    4. Clang LibTooling
    5. Joern
    6. CodeQL
    7. Hugging Face Transformers
    8. OpenAI Embeddings API
    9. Neo4j
    10. RDFox
    11. GraphDB
    12. SonarQube
    13. ESLint
    14. Pylint
    15. Checkstyle
    16. Semgrep
    17. Valgrind
    18. GDB (GNU Debugger)
    19. TensorFlow
    20. PyTorch
    21. OpenAI Codex
    22. GitHub Copilot
    23. Tabnine
    24. IntelliJ IDEA
    25. Visual Studio
    26. PyCharm

    AI recommended 26 alternatives but never named EuniAI/Prometheus. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools help generate verifiable software from ideas using autonomous AI agents?
    you: not recommended
    AI recommended (in order):
    1. Cursor
    2. GPT-Engineer
    3. Smol-Developer
    4. Auto-GPT
    5. BabyAGI
    6. SWE-agent
    7. OpenDevin

    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?

Embed your GEO score

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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