RRepoGEO

REPOGEO REPORT · LITE

ahmedeltaher/Android-MVVM-Architecture-Android-Voice-AI-SDK

Default branch main · commit d8f37973 · scanned 6/5/2026, 7:18:07 PM

GitHub: 2,555 stars · 614 forks

AI VISIBILITY SCORE
15 /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
0 / 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 ahmedeltaher/Android-MVVM-Architecture-Android-Voice-AI-SDK, 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 assert SDK identity

    Why:

    CURRENT
    # Android Voice AI SDK in Model-View-ViewModel (ie MVVM)

The Android Voice AI SDK is a reusable Android library that gives any app a full voice-driven AI conversation pipeline in minutes.
    COPY-PASTE FIX
    # Android Voice AI SDK: A Production-Ready Library for Voice-Driven AI Conversations

This Android Voice AI SDK is a production-ready, reusable library that gives any app a full voice-driven AI conversation pipeline in minutes.
  • highlicense#2
    Add a LICENSE file to the repository root

    Why:

    COPY-PASTE FIX
    Create a `LICENSE` file in the root directory containing the text of a suitable open-source license (e.g., MIT, Apache-2.0) to clarify usage rights.
  • mediumabout#3
    Refine the 'About' description for clarity and conciseness

    Why:

    CURRENT
    Voice AI SDK is a reusable Android library that gives any app a full voice-driven AI conversation pipeline in minutes. Voice Assistant + Android Voide AI + SDK + MVVM + Kotlin
    COPY-PASTE FIX
    A production-ready Android library providing a full voice-driven AI conversation pipeline, integrating speech-to-text, LLMs (like Claude AI), and text-to-speech with MVVM architecture.

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 ahmedeltaher/Android-MVVM-Architecture-Android-Voice-AI-SDK
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Mozilla DeepSpeech
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Mozilla DeepSpeech · recommended 2×
  2. Android's built-in TextToSpeech · recommended 2×
  3. Google Assistant SDK · recommended 1×
  4. Dialogflow · recommended 1×
  5. Google Cloud Speech-to-Text · recommended 1×
  • CATEGORY QUERY
    How to integrate a complete voice-driven AI assistant into an Android application?
    you: not recommended
    AI recommended (in order):
    1. Google Assistant SDK
    2. Dialogflow
    3. Google Cloud Speech-to-Text
    4. Google Cloud Text-to-Speech
    5. Amazon Alexa Voice Service (AVS) SDK
    6. Azure Speech Service
    7. Azure Language Understanding (LUIS)
    8. Mozilla DeepSpeech
    9. Vosk
    10. eSpeak NG
    11. Mozilla TTS
    12. Android's built-in `TextToSpeech` engine
    13. Rasa
    14. Houndify
    15. Wit.ai

    AI recommended 15 alternatives but never named ahmedeltaher/Android-MVVM-Architecture-Android-Voice-AI-SDK. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are robust Android libraries for building conversational AI with speech-to-text and text-to-speech?
    you: not recommended
    AI recommended (in order):
    1. Google Cloud Speech-to-Text API
    2. Android's built-in TextToSpeech
    3. Google Mobile Vision
    4. Android's built-in TextToSpeech
    5. Amazon Transcribe
    6. Amazon Polly
    7. AWS SDK for Android
    8. Microsoft Azure Cognitive Services
    9. Azure SDK for Android
    10. Houndify SDK
    11. Mozilla DeepSpeech
    12. android.speech.tts.TextToSpeech

    AI recommended 12 alternatives but never named ahmedeltaher/Android-MVVM-Architecture-Android-Voice-AI-SDK. 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 ahmedeltaher/Android-MVVM-Architecture-Android-Voice-AI-SDK?
    pass
    AI did not name ahmedeltaher/Android-MVVM-Architecture-Android-Voice-AI-SDK — 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 ahmedeltaher/Android-MVVM-Architecture-Android-Voice-AI-SDK in production, what risks or prerequisites should they evaluate first?
    pass
    AI did not name ahmedeltaher/Android-MVVM-Architecture-Android-Voice-AI-SDK — 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?

  • In one sentence, what problem does the repo ahmedeltaher/Android-MVVM-Architecture-Android-Voice-AI-SDK solve, and who is the primary audience?
    pass
    AI did not name ahmedeltaher/Android-MVVM-Architecture-Android-Voice-AI-SDK — 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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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite