RRepoGEO

REPOGEO REPORT · LITE

Onelevenvy/flock

Default branch main · commit dd39d0f8 · scanned 5/27/2026, 5:17:06 AM

GitHub: 1,070 stars · 136 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 Onelevenvy/flock, 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 opening paragraph to clearly state core purpose

    Why:

    CURRENT
    # Flock

English | [简体中文](docs/README_zh.md)

A multi AI agent desktop application built with Rust and Tauri.
    COPY-PASTE FIX
    # Flock: Multi-Agent AI Desktop Application with Visual Workflow

English | [简体中文](docs/README_zh.md)

Flock is a desktop application for building and orchestrating multi-agent AI workflows, featuring visual design, tool integration, and sandbox execution, all powered by Rust and Tauri.
  • mediumtopics#2
    Add more specific topics to improve category matching for AI agent desktop applications

    Why:

    CURRENT
    agent, ai, chatbot, deekseek, harness, langchain, langgraph, langgraph-rust, llm, mcp, muti-agent, openai, react-flow, rust, workflow
    COPY-PASTE FIX
    Add `desktop-application`, `tauri-app`, `multi-agent-system`, `ai-orchestration`, `visual-workflow`, `tool-orchestration`, `agent-framework` to the existing topics.
  • lowhomepage#3
    Add a homepage URL to the repository

    Why:

    COPY-PASTE FIX
    Add a relevant URL (e.g., a project website, documentation, or even the repo itself if no dedicated site exists) to the repository's homepage field.

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 Onelevenvy/flock
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
langchain-ai/langchain
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. langchain-ai/langchain · recommended 1×
  2. electron/electron · recommended 1×
  3. xyflow/react-flow · recommended 1×
  4. microsoft/autogen · recommended 1×
  5. PyQt · recommended 1×
  • CATEGORY QUERY
    How to build a multi-agent AI desktop application with visual workflow and tool orchestration?
    you: not recommended
    AI recommended (in order):
    1. LangChain (langchain-ai/langchain)
    2. Electron (electron/electron)
    3. ReactFlow (xyflow/react-flow)
    4. AutoGen (microsoft/autogen)
    5. PyQt
    6. PySide (pyside/pyside-setup)
    7. Node-RED (node-red/node-red)
    8. PyQtGraph (pyqtgraph/pyqtgraph)
    9. Graphviz (graphviz/graphviz)
    10. CrewAI (joaomdmoura/crewai)
    11. VueFlow (xyflow/vue-flow)
    12. OpenAI Assistants API
    13. Tauri (tauri-apps/tauri)
    14. SvelteFlow (xyflow/svelte-flow)
    15. Haystack (deepset-ai/haystack)
    16. Streamlit (streamlit/streamlit)
    17. D3.js (d3/d3)
    18. Plotly.js (plotly/plotly.js)

    AI recommended 18 alternatives but never named Onelevenvy/flock. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best Rust frameworks for creating interactive multi-agent AI applications with a desktop UI?
    you: not recommended
    AI recommended (in order):
    1. egui
    2. eframe
    3. iced
    4. Slint
    5. Tauri
    6. React
    7. Vue
    8. Svelte
    9. GTK-RS
    10. qmetaobject

    AI recommended 10 alternatives but never named Onelevenvy/flock. 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 Onelevenvy/flock?
    pass
    AI named Onelevenvy/flock explicitly

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

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

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

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Onelevenvy/flock — 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