RRepoGEO

REPOGEO REPORT · LITE

777genius/agent-teams-ai

Default branch main · commit e7217ec1 · scanned 6/30/2026, 8:31:47 PM

GitHub: 1,435 stars · 263 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
33 /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
2 / 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 777genius/agent-teams-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
  • highreadme#1
    Add a clear, concise H1 and opening paragraph to the README

    Why:

    CURRENT
    The README excerpt shows a lot of visual elements and a centered paragraph as the first substantial text.
    COPY-PASTE FIX
    # Agent Teams AI: Your Desktop App for Orchestrating Collaborative AI Teams

Agent Teams AI is a free desktop application that empowers you to manage and oversee collaborative AI agent teams. Act as the boss, giving high-level commands while your agents handle tasks, communicate, and review each other's work, all visible on a kanban board. Connect to a wide range of LLM providers, including free models with no authentication, or integrate Claude, Codex, and OpenCode.
  • mediumtopics#2
    Add specific topics for desktop application and agent orchestration

    Why:

    CURRENT
    agent-teams, agent-to-agent, ai, ai-agents, ai-assistant, ai-tools, anthropic, claude, claude-ai, claude-code, codex, developer-tools, electron, llm, mcp-server, multi-agent, openai, opencode, team-management, typescript
    COPY-PASTE FIX
    agent-teams, agent-to-agent, ai, ai-agents, ai-assistant, ai-tools, anthropic, claude, claude-ai, claude-code, codex, developer-tools, electron, llm, mcp-server, multi-agent, openai, opencode, team-management, typescript, desktop-app, electron-app, ai-orchestration, agent-orchestration, ai-management-tool, multi-agent-system
  • mediumreadme#3
    Add a 'Why Agent Teams AI?' or 'Comparison' section to the README

    Why:

    COPY-PASTE FIX
    Add a section titled 'Why Agent Teams AI?' or 'Agent Teams AI vs. Frameworks' that clarifies its role as a desktop application for *managing* agent teams, contrasting it with libraries/frameworks like AutoGen, CrewAI, or LangChain which are for *building* agent systems. Emphasize the 'boss' perspective and the kanban board UI.

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 777genius/agent-teams-ai
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
AutoGen
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. AutoGen · recommended 1×
  2. CrewAI · recommended 1×
  3. LangChain · recommended 1×
  4. LlamaIndex · recommended 1×
  5. Haystack · recommended 1×
  • CATEGORY QUERY
    How can I set up AI agents to collaborate on tasks and review each other's work?
    you: not recommended
    AI recommended (in order):
    1. AutoGen
    2. CrewAI
    3. LangChain
    4. LlamaIndex
    5. Haystack
    6. Semantic Kernel

    AI recommended 6 alternatives but never named 777genius/agent-teams-ai. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a desktop application to deploy and oversee multiple AI assistants with various LLMs.
    you: not recommended
    AI recommended (in order):
    1. OpenWebUI
    2. LM Studio
    3. Ollama
    4. Jan
    5. FlowiseAI

    AI recommended 5 alternatives but never named 777genius/agent-teams-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 777genius/agent-teams-ai?
    pass
    AI named 777genius/agent-teams-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 777genius/agent-teams-ai in production, what risks or prerequisites should they evaluate first?
    pass
    AI named 777genius/agent-teams-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 777genius/agent-teams-ai solve, and who is the primary audience?
    pass
    AI did not name 777genius/agent-teams-ai — likely talking about a different project

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

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777genius/agent-teams-ai — 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