RRepoGEO

REPOGEO REPORT · LITE

google/ax

Default branch main · commit bc1af4fb · scanned 5/29/2026, 2:12:04 AM

GitHub: 1,251 stars · 68 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 google/ax, 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
  • hightopics#1
    Add specific topics to improve categorization

    Why:

    COPY-PASTE FIX
    ai-agents, agent-orchestration, distributed-systems, workflow-engine, fault-tolerance, ai-runtime, google
  • highreadme#2
    Reposition README's opening to clarify its role in AI agent orchestration and differentiate from other 'Ax' projects

    Why:

    CURRENT
    AX, short for Agent eXecutor, is a distributed agent runtime. It provides a runtime that coordinates agentic loops, manages executions with event logging, and communicates with both local and remote actors.
    COPY-PASTE FIX
    AX, short for Agent eXecutor, is a distributed runtime specifically for orchestrating **AI agent workflows**. It provides a robust platform that coordinates agentic loops, manages executions with event logging, and communicates with both local and remote actors, offering a resilient alternative to general-purpose workflow engines for AI applications.
  • mediumreadme#3
    Enhance README's 'Resumption' feature description to highlight AI agent specific benefits

    Why:

    CURRENT
    Resumption**: Automatic recovery from failures or interruptions
    COPY-PASTE FIX
    Resumption**: Ensures automatic recovery and seamless execution resumption for AI agent workflows, even in the face of failures or interruptions.

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 google/ax
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Temporal
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Temporal · recommended 1×
  2. Apache Kafka · recommended 1×
  3. Kafka Streams · recommended 1×
  4. Apache Flink · recommended 1×
  5. AWS Step Functions · recommended 1×
  • CATEGORY QUERY
    How to build a resilient distributed system for coordinating AI agent workflows?
    you: not recommended
    AI recommended (in order):
    1. Temporal
    2. Apache Kafka
    3. Kafka Streams
    4. Apache Flink
    5. AWS Step Functions
    6. Argo Workflows
    7. Cadence
    8. Zeebe
    9. Camunda Platform 8

    AI recommended 9 alternatives but never named google/ax. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a framework for orchestrating AI agents with built-in fault tolerance and execution logging.
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. Microsoft Semantic Kernel
    3. Haystack
    4. OpenAI Assistants API
    5. Prefect
    6. Apache Airflow

    AI recommended 6 alternatives but never named google/ax. 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 google/ax?
    pass
    AI named google/ax explicitly

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

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

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google/ax — 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