RRepoGEO

REPOGEO REPORT · LITE

YaoApp/yao

Default branch main · commit 0bade293 · scanned 5/27/2026, 8:42:12 PM

GitHub: 7,543 stars · 683 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 YaoApp/yao, 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 H1 and opening paragraph to clarify AI-native framework identity

    Why:

    CURRENT
    # Yao — App Runtime for the AI Era
Yao is an open-source runtime for building AI agents and web applications — shipped as a single binary.
    COPY-PASTE FIX
    # Yao: The Open-Source Runtime & Framework for AI Agents and Web Apps
Yao is a powerful, single-binary runtime and framework designed for developers to rapidly build, orchestrate, and deploy AI agents and web applications. Unlike generic micro-service engines, Yao focuses on providing a dedicated environment for AI-native development, integrating LLM, CLI, and custom logic execution.
  • mediumlicense#2
    Clarify the existing license in the README

    Why:

    COPY-PASTE FIX
    ## License
Yao is released under a custom license. Please refer to the [LICENSE file](LICENSE) for full details.
  • lowtopics#3
    Refine repository topics for greater precision in AI agent development

    Why:

    CURRENT
    agent, agentic-ai, agents, ai, ai-applications, ai-dev, ai-developer-tools, ai-generated-code, ai-native, ai-native-development, aigc, api, autonomous, autonomous-agents, autonomous-robots, autonomous-systems, chatbot, cli, developer-tools, golang
    COPY-PASTE FIX
    agent, agentic-ai, agents, ai, ai-applications, ai-dev, ai-developer-tools, ai-native, ai-native-development, autonomous-agents, chatbot, ai-orchestration, ai-framework, llm-agents, agent-framework

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 YaoApp/yao
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Vercel
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Vercel · recommended 1×
  2. Netlify · recommended 1×
  3. Cloudflare Workers · recommended 1×
  4. Google Cloud Run · recommended 1×
  5. AWS Amplify · recommended 1×
  • CATEGORY QUERY
    What's a simple runtime for building and deploying AI agents and web applications quickly?
    you: not recommended
    AI recommended (in order):
    1. Vercel
    2. Netlify
    3. Cloudflare Workers
    4. Google Cloud Run
    5. AWS Amplify
    6. Railway

    AI recommended 6 alternatives but never named YaoApp/yao. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a framework to orchestrate AI models with custom logic and secure execution environments.
    you: not recommended
    AI recommended (in order):
    1. Kubeflow (kubeflow/kubeflow)
    2. MLflow (mlflow/mlflow)
    3. Apache Airflow (apache/airflow)
    4. AWS Step Functions
    5. Azure Machine Learning
    6. Google Cloud Vertex AI Pipelines
    7. Metaflow (Netflix/metaflow)

    AI recommended 7 alternatives but never named YaoApp/yao. 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 YaoApp/yao?
    pass
    AI named YaoApp/yao explicitly

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

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

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

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YaoApp/yao — 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