RRepoGEO

REPOGEO REPORT · LITE

egoist/chatwise-releases

Default branch main · commit 9969a4fd · scanned 5/20/2026, 7:56:46 PM

GitHub: 1,341 stars · 49 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
22 /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
1 / 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 egoist/chatwise-releases, 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
    Add a clear introductory sentence to the README

    Why:

    CURRENT
    # ChatWise
    COPY-PASTE FIX
    # ChatWise

ChatWise is a fast, multi-modal desktop AI chatbot client for macOS and Windows, supporting various LLMs and file types.
  • hightopics#2
    Add relevant topics to the repository

    Why:

    CURRENT
    (none)
    COPY-PASTE FIX
    ai-chatbot, desktop-app, llm, multi-modal, offline-ai, openai, anthropic, google-ai, groq, ollama, macos, windows
  • highlicense#3
    Clarify the licensing terms for the ChatWise application in the README

    Why:

    COPY-PASTE FIX
    ## License

The ChatWise application distributed through this repository is proprietary software. Please refer to the official website at [https://chatwise.app](https://chatwise.app) for full licensing terms and conditions.

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 egoist/chatwise-releases
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 2 of 2 queries
COMPETITOR LEADERBOARD
  1. LM Studio · recommended 2×
  2. LocalAI · recommended 2×
  3. Ollama · recommended 2×
  4. Jan · recommended 1×
  5. GPT4All · recommended 1×
  • CATEGORY QUERY
    Which desktop AI chatbot clients support multiple LLMs and multi-modal input for files?
    you: not recommended
    AI recommended (in order):
    1. LM Studio
    2. Jan
    3. LocalAI
    4. Ollama
    5. GPT4All

    AI recommended 5 alternatives but never named egoist/chatwise-releases. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How can I use an offline AI assistant on my computer to process documents and audio?
    you: not recommended
    AI recommended (in order):
    1. LM Studio
    2. Ollama
    3. Whisper
    4. LocalAI
    5. PrivateGPT
    6. Mozilla DeepSpeech
    7. Mycroft AI
    8. Home Assistant
    9. Rhasspy
    10. Piper

    AI recommended 10 alternatives but never named egoist/chatwise-releases. 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 egoist/chatwise-releases?
    pass
    AI did not name egoist/chatwise-releases — 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 egoist/chatwise-releases in production, what risks or prerequisites should they evaluate first?
    pass
    AI named egoist/chatwise-releases 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 egoist/chatwise-releases solve, and who is the primary audience?
    pass
    AI did not name egoist/chatwise-releases — 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?

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egoist/chatwise-releases — 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