REPOGEO REPORT · LITE
ErlichLiu/Whisper-Input
Default branch main · commit 025a69cf · scanned 6/1/2026, 3:42:50 AM
GitHub: 593 stars · 64 forks
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 ErlichLiu/Whisper-Input, 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.
- highreadme#1Reposition README and Description to reflect current project focus
Why:
CURRENTDescription: "可以实现按下 Option 按钮开始录制,抬起按钮就结束录制,并调用 Groq Whisper Large V3 Turbo 模型进行转译,由于 Groq 的速度非常快,所以大部分的语音输入都可以在 1-2s 内反馈。并且得益于 whisper 的强大能力,转译效果非常不错。" README H1: "# Whisper Input Whisper Input 是受到即友FeiTTT启发做的一个简单的 python 代码。可以实现按下 Option 按钮开始录制,抬起按钮就结束录制,并调用 Groq `Whisper Large V3 Turbo` 模型进行转译..."
COPY-PASTE FIXDescription: "ErlichLiu/Whisper-Input is a Python project exploring Voice + Agents, building on real-time speech-to-text capabilities. For dedicated desktop voice input, WhisperKeyBoard is recommended." README H1 (first paragraph): "# Whisper Input Whisper Input is a Python project exploring the integration of Voice + Agents. While it initially provided real-time push-to-talk voice transcription, for dedicated desktop voice input, we now recommend [WhisperKeyBoard](https://github.com/your-whisperkeyboard-link-here). This project's focus is shifting towards advanced voice-driven agent interactions."
- hightopics#2Add relevant topics to the repository
Why:
COPY-PASTE FIXvoice-ai, agents, speech-to-text, whisper, python, macos-app
- highlicense#3Add a LICENSE file to clarify usage rights
Why:
COPY-PASTE FIXCreate a new file named `LICENSE` in the root of your repository and paste the full text of the MIT License into it. You can find the MIT License text at [https://opensource.org/licenses/MIT](https://opensource.org/licenses/MIT).
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.
- AssemblyAI · recommended 2×
- Google Cloud Speech-to-Text · recommended 2×
- Deepgram · recommended 1×
- AWS Transcribe · recommended 1×
- Microsoft Azure Cognitive Services Speech-to-Text · recommended 1×
- CATEGORY QUERYWhat are the best tools for real-time, push-to-talk voice transcription with high accuracy on desktop?you: not recommendedAI recommended (in order):
- Deepgram
- AssemblyAI
- Google Cloud Speech-to-Text
- AWS Transcribe
- Microsoft Azure Cognitive Services Speech-to-Text
- Whisper (OpenAI) (ggerganov/whisper.cpp)
- Vosk
AI recommended 7 alternatives but never named ErlichLiu/Whisper-Input. This is the gap to close.
Show full AI answer
- CATEGORY QUERYHow can I integrate a fast, free speech-to-text API into a Python application for voice input?you: not recommendedAI recommended (in order):
- Google Cloud Speech-to-Text
- AssemblyAI
- Mozilla DeepSpeech (mozilla/DeepSpeech)
- Whisper (openai/whisper)
- Vosk (alphacep/vosk-api)
AI recommended 5 alternatives but never named ErlichLiu/Whisper-Input. This is the gap to close.
Show full AI answer
Objective checks
Rule-based audits of metadata signals AI engines weight most.
- Metadata completenessfail
Suggestion:
- README presencepass
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 ErlichLiu/Whisper-Input?passAI did not name ErlichLiu/Whisper-Input — 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 ErlichLiu/Whisper-Input in production, what risks or prerequisites should they evaluate first?passAI named ErlichLiu/Whisper-Input 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 ErlichLiu/Whisper-Input solve, and who is the primary audience?passAI named ErlichLiu/Whisper-Input explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
Embed your GEO score
Drop this badge into the README of ErlichLiu/Whisper-Input. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.
[](https://repogeo.com/en/r/ErlichLiu/Whisper-Input)<a href="https://repogeo.com/en/r/ErlichLiu/Whisper-Input"><img src="https://repogeo.com/badge/ErlichLiu/Whisper-Input.svg" alt="RepoGEO" /></a>Subscribe to Pro for deep diagnoses
ErlichLiu/Whisper-Input — 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