RRepoGEO

REPOGEO REPORT · LITE

susiai/susi_chat

Default branch master · commit 83b2b369 · scanned 6/19/2026, 10:28:23 PM

GitHub: 1,035 stars · 15 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
30 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 0 warn · 1 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 susiai/susi_chat, 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
    Reposition the README's opening to clearly state the project's core purpose

    Why:

    CURRENT
    # susi_chat
    
    We implement a chat interface to communicate with a LLM. The following ways of communication are possible:
    
    - using a command-line console within your Linux/Mac/Windows terminal
    - using a command-line console within a Browser using Javascript to simulate the same environment that you can experience with the terminal
    - using a voice interface: console inputs are done via speech recognition and responses are done either on a console or using text-to-speech
    
    All of those options shall be possible either on a normal computer or using a Raspberry Pi
    which also should be able to show that the whole operation is done without internet connection.
    COPY-PASTE FIX
    # susi_chat: A Local-First, Offline Voice-Controlled Chat Interface for LLMs on Small Devices
    
    This project provides a comprehensive chat interface for interacting with a local Large Language Model (LLM), specifically designed for offline operation on various devices, including Raspberry Pi. It supports command-line, browser-based, and full voice input/output, ensuring privacy and local data processing.
  • highabout#2
    Add a concise description to the repository's 'About' section

    Why:

    COPY-PASTE FIX
    A local-first, offline chat interface for LLMs, supporting terminal, browser, and voice input/output, designed for both standard computers and Raspberry Pi.

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 susiai/susi_chat
Avg rank
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Vosk
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Vosk · recommended 2×
  2. Piper · recommended 2×
  3. Coqui TTS · recommended 2×
  4. Whisper.cpp · recommended 1×
  5. Picovoice Porcupine · recommended 1×
  • CATEGORY QUERY
    How to set up an offline voice-controlled chat interface for a local LLM on a small device?
    you: not recommended
    AI recommended (in order):
    1. Whisper.cpp
    2. Vosk
    3. Picovoice Porcupine
    4. Rhino
    5. llama.cpp
    6. Hugging Face
    7. TinyLlama
    8. OpenVINO
    9. Piper
    10. eSpeak NG
    11. Coqui TTS
    12. Python
    13. ctranslate2
    14. llama-cpp-python

    AI recommended 14 alternatives but never named susiai/susi_chat. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a local LLM chat application with terminal, browser, and voice input options.
    you: not recommended
    AI recommended (in order):
    1. LM Studio
    2. Ollama
    3. Jan
    4. LocalAI
    5. GPT4All
    6. Whisper
    7. Vosk
    8. Piper
    9. Coqui TTS

    AI recommended 9 alternatives but never named susiai/susi_chat. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    fail

    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 susiai/susi_chat?
    pass
    AI named susiai/susi_chat explicitly

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

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

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

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susiai/susi_chat — 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