RRepoGEO

REPOGEO REPORT · LITE

Gracker/awesome-android-ai-dev-sources

Default branch master · commit 6116bfcc · scanned 5/26/2026, 4:38:12 AM

GitHub: 1,877 stars · 265 forks

AI VISIBILITY SCORE
22 /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
1 / 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 Gracker/awesome-android-ai-dev-sources, 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 intro to explicitly define as an awesome list and include key topics

    Why:

    CURRENT
    # Awesome Android AI Dev Sources

   

> 开发者高质量信息源导航 — Android · AI · 工程效率 · 每日自动发现
    COPY-PASTE FIX
    # Awesome Android AI Dev Sources

> This is a curated awesome list of high-quality information sources, blogs, and tools for Android and AI developers. It covers Android performance optimization, AI/LLM integration, and general engineering efficiency, with daily automatic updates.
> 开发者高质量信息源导航 — Android · AI · 工程效率 · 每日自动发现
  • hightopics#2
    Add relevant topics to the repository

    Why:

    COPY-PASTE FIX
    android, ai, machine-learning, deep-learning, android-development, awesome-list, resources, blogs, performance-optimization, llm, engineering-efficiency
  • mediumabout#3
    Translate and enhance the 'About' description field

    Why:

    CURRENT
    这个项目记录了个人订阅的一些科技人的Blog地址,欢迎大家推荐,一起来完善! 欢迎自荐......
    COPY-PASTE FIX
    A curated awesome list of high-quality resources, blogs, and tools for Android and AI developers, covering performance optimization, AI/LLM integration, and engineering efficiency. Contributions welcome!

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 Gracker/awesome-android-ai-dev-sources
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Google Developers
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Google Developers · recommended 1×
  2. TensorFlow · recommended 1×
  3. Kotlin Academy · recommended 1×
  4. Udacity · recommended 1×
  5. Medium · recommended 1×
  • CATEGORY QUERY
    Where can I find curated high-quality resources for Android and AI development?
    you: not recommended
    AI recommended (in order):
    1. Google Developers
    2. TensorFlow
    3. Kotlin Academy
    4. Udacity
    5. Medium
    6. Towards Data Science
    7. ProAndroidDev
    8. freeCodeCamp
    9. Ray Wenderlich

    AI recommended 9 alternatives but never named Gracker/awesome-android-ai-dev-sources. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best resources for Android performance optimization and AI development tools?
    you: not recommended
    AI recommended (in order):
    1. Android Studio Profilers
    2. Firebase Performance Monitoring
    3. Perfetto
    4. StrictMode
    5. LeakCanary (square/leakcanary)
    6. TensorFlow Lite (tensorflow/tensorflow)
    7. ML Kit
    8. PyTorch Mobile (pytorch/pytorch)
    9. MediaPipe (google/mediapipe)
    10. Android Neural Networks API

    AI recommended 10 alternatives but never named Gracker/awesome-android-ai-dev-sources. 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 Gracker/awesome-android-ai-dev-sources?
    pass
    AI did not name Gracker/awesome-android-ai-dev-sources — 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?

  • If a team adopts Gracker/awesome-android-ai-dev-sources in production, what risks or prerequisites should they evaluate first?
    pass
    AI named Gracker/awesome-android-ai-dev-sources 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 Gracker/awesome-android-ai-dev-sources solve, and who is the primary audience?
    pass
    AI did not name Gracker/awesome-android-ai-dev-sources — 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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Gracker/awesome-android-ai-dev-sources — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite