RRepoGEO

REPOGEO REPORT · LITE

Josh-XT/AGiXT

Default branch main · commit 3a320241 · scanned 6/24/2026, 3:46:20 PM

GitHub: 3,199 stars · 447 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
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 Josh-XT/AGiXT, 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's opening statement to emphasize 'platform' and 'orchestration' and differentiate from libraries

    Why:

    CURRENT
    > **AGiXT is a comprehensive AI automation platform that transforms how you interact with artificial intelligence. With 40+ built-in extensions, multi-provider support, and enterprise-grade features, AGiXT serves as the central nervous system for your digital and physical environments.**
    COPY-PASTE FIX
    > **AGiXT is a comprehensive AI Agent Automation Platform designed for orchestrating complex AI tasks and managing diverse AI providers. Unlike agent-building libraries, AGiXT provides a complete, enterprise-ready solution with 40+ built-in extensions, multi-provider support, and adaptive memory, serving as the central nervous system for your digital and physical environments.**
  • mediumtopics#2
    Add more specific topics to highlight platform and orchestration capabilities

    Why:

    CURRENT
    agent-llm, agi, agixt, ai, artificial, automation, chromadb, intelligence, llama, llamacpp, llm, llmops, openai, python
    COPY-PASTE FIX
    agent-llm, agi, agixt, ai, artificial-intelligence, automation, chromadb, intelligence, llama, llamacpp, llm, llmops, openai, python, ai-platform, ai-orchestration, multi-agent, enterprise-ai
  • lowcomparison#3
    Add a 'Comparison with Alternatives' section to the README

    Why:

    COPY-PASTE FIX
    ## 🆚 Comparison with Alternatives

While tools like LangChain and LlamaIndex provide excellent frameworks for building individual AI agents, AGiXT stands out as a complete AI Agent Automation Platform. We offer a managed environment for orchestrating multiple agents, persistent memory, a web UI, and enterprise-grade features, rather than just a library for agent construction. This allows users to deploy and manage complex AI workflows out-of-the-box.

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 Josh-XT/AGiXT
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. LlamaIndex · recommended 2×
  3. Microsoft Semantic Kernel · recommended 2×
  4. Haystack · recommended 2×
  5. OpenAI Assistants API · recommended 1×
  • CATEGORY QUERY
    How can I automate complex AI tasks and manage multiple LLM providers efficiently?
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. LlamaIndex
    3. Microsoft Semantic Kernel
    4. Haystack
    5. OpenAI Assistants API
    6. LiteLLM
    7. Guidance

    AI recommended 7 alternatives but never named Josh-XT/AGiXT. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking an AI agent platform with adaptive memory and a versatile plugin system.
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. LlamaIndex
    3. Haystack
    4. AutoGPT
    5. AgentGPT
    6. Microsoft Semantic Kernel

    AI recommended 6 alternatives but never named Josh-XT/AGiXT. 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 Josh-XT/AGiXT?
    pass
    AI named Josh-XT/AGiXT explicitly

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

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

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

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Josh-XT/AGiXT — 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