RRepoGEO

REPOGEO REPORT · LITE

BryceWG/BiBi-Keyboard

Default branch main · commit b9e030ef · scanned 6/17/2026, 6:42:03 AM

GitHub: 675 stars · 50 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 BryceWG/BiBi-Keyboard, 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
    Clarify project type in README H1

    Why:

    CURRENT
    # 「说点啥」(BiBi Keyboard)
    COPY-PASTE FIX
    # 「说点啥」(BiBi Keyboard) - Android AI Voice Input Keyboard App
  • highreadme#2
    Add a concise introductory paragraph to the README

    Why:

    COPY-PASTE FIX
    Add this text immediately after the H1 and tagline:

BiBi Keyboard is an advanced Android voice input method keyboard application that leverages cutting-edge AI (Large Language Models for post-processing and Automatic Speech Recognition for transcription) to deliver a more natural, efficient, and private speech-to-text experience. Designed for the Android platform and built with Kotlin, it offers multi-engine support, including offline recognition, and seamless integration into your mobile workflow.
  • mediumcomparison#3
    Add a "Comparison with Alternatives" section to the README

    Why:

    COPY-PASTE FIX
    Add a new section, for example, after "功能特性" (Features):

## 🆚 Comparison with Alternatives

While popular Android keyboards like Gboard and SwiftKey offer voice input, BiBi Keyboard differentiates itself with:

*   **Advanced AI Integration:** Utilizes LLMs for intelligent text post-processing, correcting recognition errors and improving fluency beyond basic ASR.
*   **Multi-Engine Flexibility:** Supports 11 mainstream ASR services (7 cloud + 4 local), giving users unparalleled choice and control over privacy and performance.
*   **Offline Recognition:** Includes local ASR models for completely offline speech-to-text, ensuring privacy and functionality without an internet connection.
*   **Floating Ball Input:** Unique feature for cross-input method voice input, allowing seamless use with any existing keyboard.

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 BryceWG/BiBi-Keyboard
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Gboard (Google Keyboard)
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Gboard (Google Keyboard) · recommended 1×
  2. SwiftKey Keyboard · recommended 1×
  3. Fleksy Keyboard · recommended 1×
  4. SpeechTexter · recommended 1×
  5. Gboard · recommended 1×
  • CATEGORY QUERY
    I need an Android keyboard app that offers AI-driven voice input and speech-to-text.
    you: not recommended
    AI recommended (in order):
    1. Gboard (Google Keyboard)
    2. SwiftKey Keyboard
    3. Fleksy Keyboard
    4. SpeechTexter

    AI recommended 4 alternatives but never named BryceWG/BiBi-Keyboard. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking an Android voice keyboard with LLM text post-processing and offline speech recognition.
    you: not recommended
    AI recommended (in order):
    1. Gboard
    2. Fleksy
    3. SpeechRecognizer API
    4. OpenBoard
    5. Voice Access

    AI recommended 5 alternatives but never named BryceWG/BiBi-Keyboard. 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 BryceWG/BiBi-Keyboard?
    pass
    AI named BryceWG/BiBi-Keyboard explicitly

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

  • If a team adopts BryceWG/BiBi-Keyboard in production, what risks or prerequisites should they evaluate first?
    pass
    AI named BryceWG/BiBi-Keyboard 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 BryceWG/BiBi-Keyboard solve, and who is the primary audience?
    pass
    AI named BryceWG/BiBi-Keyboard 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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MARKDOWN (README)
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BryceWG/BiBi-Keyboard — 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