RRepoGEO

REPOGEO REPORT · LITE

evolution-foundation/evo-ai

Default branch main · commit 7ff7a145 · scanned 6/5/2026, 1:07:03 PM

GitHub: 597 stars · 195 forks

AI VISIBILITY SCORE
40 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 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 evolution-foundation/evo-ai, 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
  • highabout#1
    Clarify 'About' description to counter miscategorization

    Why:

    CURRENT
    Evo AI is an open-source platform for creating and managing AI agents, enabling integration with different AI models and services.
    COPY-PASTE FIX
    Evo AI is an open-source platform for orchestrating and managing AI agents, enabling seamless integration with diverse AI models and services for complex workflows, distinct from evolutionary computation.
  • highreadme#2
    Reposition README's opening to specify category and competitors

    Why:

    CURRENT
    Evo AI is an open-source platform for creating and managing AI agents, enabling integration with different AI models and services.
    COPY-PASTE FIX
    Evo AI is an open-source platform designed for creating, orchestrating, and managing AI agents, offering a robust alternative to frameworks like LangChain, AutoGen, and CrewAI for building complex agentic workflows and enabling agent-to-agent communication.
  • mediumtopics#3
    Add more specific topics for agent orchestration and workflow

    Why:

    CURRENT
    a2a-protocol, adk, agent, agentic-ai, agentic-workflow, ai, crewai, langgraph, mcp, python
    COPY-PASTE FIX
    a2a-protocol, adk, agent, agentic-ai, agentic-workflow, ai, crewai, langgraph, mcp, python, agent-orchestration, multi-agent-systems, ai-workflow, agent-framework

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 evolution-foundation/evo-ai
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
LangChain
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. LangChain · recommended 2×
  2. AutoGen · recommended 2×
  3. Haystack · recommended 2×
  4. LlamaIndex · recommended 2×
  5. CrewAI · recommended 2×
  • CATEGORY QUERY
    What open-source platform helps create, manage, and integrate multiple AI agents?
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. AutoGen
    3. Haystack
    4. LlamaIndex
    5. CrewAI
    6. OpenAI Assistants API

    AI recommended 6 alternatives but never named evolution-foundation/evo-ai. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How to implement complex agentic workflows and enable communication between AI agents?
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. AutoGen
    3. CrewAI
    4. LlamaIndex
    5. Haystack
    6. Open Interpreter

    AI recommended 6 alternatives but never named evolution-foundation/evo-ai. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    pass

  • 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 evolution-foundation/evo-ai?
    pass
    AI named evolution-foundation/evo-ai explicitly

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

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

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

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