RRepoGEO

REPOGEO REPORT · LITE

SynkraAI/aiox-core

Default branch main · commit c577250c · scanned 5/15/2026, 7:43:21 AM

GitHub: 2,872 stars · 905 forks

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 SynkraAI/aiox-core, 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
  • highhomepage#1
    Correct the repository homepage URL

    Why:

    CURRENT
    https://github.com/allfluence/aios-core
    COPY-PASTE FIX
    https://github.com/SynkraAI/aiox-core
  • highreadme#2
    Add a prominent English summary to the README, clarifying tech stack

    Why:

    COPY-PASTE FIX
    Add this as the first meaningful paragraph in `README.md`:

"AIOX Squad: Artificial Intelligence Orchestration eXperience is an open-source Node.js/TypeScript framework for full-stack AI development. It empowers developers to build and orchestrate specialized AI agents and workflows with a CLI-first experience, giving control back to those who dare to build."
  • mediumlicense#3
    Clarify the project's license in the README

    Why:

    COPY-PASTE FIX
    Add a section to your README, for example:

## License

This project is licensed under [Name of License(s) as found in LICENSE file]. Please see the [LICENSE](LICENSE) file for full details.

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 SynkraAI/aiox-core
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. run-llama/llama_index · recommended 1×
  3. deepset-ai/haystack · recommended 1×
  4. Significant-Gravitas/AutoGPT · recommended 1×
  5. OpenBMB/AgentVerse · recommended 1×
  • CATEGORY QUERY
    What are open-source frameworks for orchestrating AI agents in full-stack development projects?
    you: not recommended
    AI recommended (in order):
    1. LangChain (langchain-ai/langchain)
    2. LlamaIndex (run-llama/llama_index)
    3. Haystack (deepset-ai/haystack)
    4. AutoGPT (Significant-Gravitas/AutoGPT)
    5. AgentVerse (OpenBMB/AgentVerse)
    6. CrewAI (joaomdmoura/crewai)

    AI recommended 6 alternatives but never named SynkraAI/aiox-core. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a Node.js framework for developing AI agents and automating workflows with a CLI-first approach.
    you: not recommended
    AI recommended (in order):
    1. Commander.js
    2. Oclif
    3. Inquirer.js
    4. LangChain.js
    5. Autogen
    6. Gluegun

    AI recommended 6 alternatives but never named SynkraAI/aiox-core. 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 SynkraAI/aiox-core?
    pass
    AI named SynkraAI/aiox-core explicitly

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

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

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

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  • Brand-free category queries5 vs 2 in Lite
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