RRepoGEO

REPOGEO REPORT · LITE

hahahumble/speechgpt

Default branch main · commit 215e3a07 · scanned 5/22/2026, 1:27:03 AM

GitHub: 2,758 stars · 385 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

AI VISIBILITY SCORE
33 /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
2 / 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 hahahumble/speechgpt, 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 the README's introduction to clearly state it's a complete web application for language practice.

    Why:

    CURRENT
    SpeechGPT is a web application that enables you to converse with ChatGPT. You can utilize this app to improve your language speaking skills or simply have fun chatting with ChatGPT.
    COPY-PASTE FIX
    SpeechGPT is a complete, open-source web application that enables interactive voice conversations with ChatGPT. It's ideal for language learners to practice speaking skills, or anyone looking for a private, fun way to chat with AI using their voice.
  • mediumtopics#2
    Add more specific topics to emphasize its nature as a complete application and its primary use case.

    Why:

    CURRENT
    chat, chatbot, chatgpt, conversation, language-learning, speech
    COPY-PASTE FIX
    chat, chatbot, chatgpt, conversation, language-learning, speech, web-application, voice-ai, language-practice, conversational-ai
  • lowreadme#3
    Add a 'Why SpeechGPT?' section to explicitly differentiate it from raw APIs.

    Why:

    COPY-PASTE FIX
    ## 🤔 Why SpeechGPT? 

Unlike raw APIs (like OpenAI API or Whisper API) that require significant development effort, SpeechGPT is a ready-to-use, complete web application. It provides an out-of-the-box solution for voice-enabled AI conversations, focusing on user privacy and ease of use, especially for language practice.

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 hahahumble/speechgpt
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
OpenAI API
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. OpenAI API · recommended 1×
  2. Whisper API · recommended 1×
  3. GPT-4 · recommended 1×
  4. GPT-3.5 Turbo · recommended 1×
  5. Text-to-Speech API · recommended 1×
  • CATEGORY QUERY
    How can I build a web application for voice conversations with a large language model?
    you: not recommended
    AI recommended (in order):
    1. OpenAI API
    2. Whisper API
    3. GPT-4
    4. GPT-3.5 Turbo
    5. Text-to-Speech API
    6. Next.js (vercel/next.js)
    7. React (facebook/react)
    8. Flask (pallets/flask)
    9. Django (django/django)
    10. Google Cloud Speech-to-Text
    11. Google Cloud Text-to-Speech
    12. Google Gemini API
    13. PaLM 2
    14. WaveNet
    15. AssemblyAI
    16. ElevenLabs
    17. Anthropic Claude
    18. Claude 3 Opus
    19. Claude 3 Sonnet
    20. Claude 3 Haiku
    21. Deepgram
    22. AWS Polly
    23. Meta Llama 3
    24. AWS SageMaker
    25. Google Cloud Vertex AI
    26. Azure ML
    27. Together AI
    28. Perplexity AI
    29. Anyscale
    30. Vosk (alphacep/vosk-api)
    31. Coqui TTS (coqui-ai/TTS)
    32. Ollama (ollama/ollama)
    33. Mistral
    34. Gemma
    35. Vue.js (vuejs/core)
    36. Nuxt.js (nuxt/nuxt)
    37. Svelte (sveltejs/svelte)
    38. SvelteKit (sveltejs/kit)
    39. Node.js (nodejs/node)
    40. Express.js (expressjs/express)
    41. NestJS (nestjs/nest)
    42. Gin (gin-gonic/gin)
    43. Echo (labstack/echo)

    AI recommended 43 alternatives but never named hahahumble/speechgpt. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What open-source tools enable spoken interaction with AI for language practice?
    you: not recommended
    AI recommended (in order):
    1. Mozilla Common Voice
    2. Coqui TTS
    3. Coqui STT
    4. Rhasspy
    5. Vosk API
    6. Kaldi
    7. OpenAI Whisper

    AI recommended 7 alternatives but never named hahahumble/speechgpt. 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 hahahumble/speechgpt?
    pass
    AI did not name hahahumble/speechgpt — 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 hahahumble/speechgpt in production, what risks or prerequisites should they evaluate first?
    pass
    AI named hahahumble/speechgpt 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 hahahumble/speechgpt solve, and who is the primary audience?
    pass
    AI named hahahumble/speechgpt explicitly

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

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hahahumble/speechgpt — RepoGEO report