RRepoGEO

REPOGEO REPORT · LITE

AgentsMesh/Pivo

Default branch main · commit ce6458a5 · scanned 6/28/2026, 11:48:05 PM

GitHub: 1,105 stars · 97 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)

2 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 AgentsMesh/Pivo, 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
    Clarify README's opening to explicitly counter AI's misinterpretation

    Why:

    CURRENT
    > **Task-focused programming environment designed for the right vibe.Pivo** is built with Tauri, React, and Rust, providing a seamless experience for managing Git-based projects with integrated AI assistance and terminal capabilities.
    COPY-PASTE FIX
    > **Pivo is a task-focused programming environment designed for the right vibe. It is NOT a multi-agent reinforcement learning (MARL) framework or a decentralized agent orchestration system.** Pivo is built with Tauri, React, and Rust, providing a seamless experience for managing Git-based projects with integrated AI assistance and terminal capabilities.
  • hightopics#2
    Add relevant topics to improve categorization

    Why:

    COPY-PASTE FIX
    task-management, programming-environment, desktop-app, git-client, ai-assistant, kanban, rust, tauri, react
  • mediumabout#3
    Enhance repository description with keywords

    Why:

    CURRENT
    Task-focused programming environment designed for the right vibe.
    COPY-PASTE FIX
    Pivo: A desktop task-focused programming environment for Git projects, featuring Kanban boards, integrated AI assistance (Claude, Gemini), and an embedded terminal.

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 AgentsMesh/Pivo
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Trello
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Trello · recommended 2×
  2. GitHub Copilot · recommended 1×
  3. Visual Studio Code · recommended 1×
  4. JetBrains AI Assistant · recommended 1×
  5. Cursor · recommended 1×
  • CATEGORY QUERY
    What are good task-focused programming environments with integrated AI assistance for Git projects?
    you: not recommended
    AI recommended (in order):
    1. GitHub Copilot
    2. Visual Studio Code
    3. JetBrains AI Assistant
    4. Cursor
    5. Codeium
    6. Tabnine

    AI recommended 6 alternatives but never named AgentsMesh/Pivo. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a desktop development environment for managing multiple Git projects with Kanban boards?
    you: not recommended
    AI recommended (in order):
    1. GitHub Desktop
    2. GitHub Projects
    3. GitKraken Client
    4. Jira Software
    5. Jira Desktop App
    6. Azure DevOps
    7. Azure DevOps Desktop App
    8. VS Code
    9. GitLens
    10. GitHub Pull Requests and Issues
    11. Azure Boards
    12. Jira
    13. Trello
    14. Fork
    15. Trello
    16. Asana

    AI recommended 16 alternatives but never named AgentsMesh/Pivo. 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 AgentsMesh/Pivo?
    pass
    AI named AgentsMesh/Pivo explicitly

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

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