RRepoGEO

REPOGEO REPORT · LITE

yakGPT/yakGPT

Default branch main · commit 9da0bd57 · scanned 5/10/2026, 5:08:46 PM

GitHub: 1,597 stars · 252 forks

AI VISIBILITY SCORE
35 /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
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 yakGPT/yakGPT, 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

2 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highreadme#1
    Emphasize "hands-free" and "voice-controlled" in README H1

    Why:

    CURRENT
    # YakGPT

A simple, locally running ChatGPT UI that makes your text generation faster and chatting even more engaging!
    COPY-PASTE FIX
    # YakGPT

A simple, locally running, hands-free ChatGPT UI for faster, voice-controlled text generation and engaging chats.
  • mediumreadme#2
    Add a "Why YakGPT?" section to differentiate from competitors

    Why:

    COPY-PASTE FIX
    ## Why YakGPT?

Unlike standalone speech-to-text libraries or local LLM runners, YakGPT provides a complete, browser-based, hands-free UI for OpenAI's GPT models. It integrates speech-to-text (Azure/Whisper) and text-to-speech (Azure/Eleven Labs) directly, offering a private, faster, and more engaging chat experience without needing to install desktop applications or manage local LLM models.

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 yakGPT/yakGPT
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
LM Studio
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. LM Studio · recommended 1×
  2. Whisper · recommended 1×
  3. Coqui TTS · recommended 1×
  4. Piper · recommended 1×
  5. sandro-k/whisper-desktop · recommended 1×
  • CATEGORY QUERY
    How can I set up a local voice-controlled AI chat interface for privacy?
    you: not recommended
    AI recommended (in order):
    1. LM Studio
    2. Whisper
    3. Coqui TTS
    4. Piper
    5. Whisper Desktop (sandro-k/whisper-desktop)
    6. Ollama
    7. LocalAI
    8. PrivateGPT
    9. llama.cpp
    10. Home Assistant

    AI recommended 10 alternatives but never named yakGPT/yakGPT. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a faster, browser-based AI chat client with speech-to-text integration.
    you: not recommended
    AI recommended (in order):
    1. ChatGPT Plus
    2. Whisper API
    3. Google Gemini
    4. Perplexity AI
    5. Microsoft Copilot
    6. Poe

    AI recommended 6 alternatives but never named yakGPT/yakGPT. 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 yakGPT/yakGPT?
    pass
    AI named yakGPT/yakGPT explicitly

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

  • If a team adopts yakGPT/yakGPT in production, what risks or prerequisites should they evaluate first?
    pass
    AI named yakGPT/yakGPT 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 yakGPT/yakGPT solve, and who is the primary audience?
    pass
    AI named yakGPT/yakGPT explicitly

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

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yakGPT/yakGPT — 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