RRepoGEO

REPOGEO REPORT · LITE

win4r/AISuperDomain

Default branch main · commit 65a7f857 · scanned 5/17/2026, 9:21:58 AM

GitHub: 1,980 stars · 321 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
40 /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
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 win4r/AISuperDomain, 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 README opening to emphasize "premier desktop application"

    Why:

    CURRENT
    Welcome to the Aila Desktop Application GitHub repository! This innovative software integrates multiple leading AI models into a single desktop application, providing users with a powerful platform for generating diverse responses to their inquiries. Aila is designed to run seamlessly on both Windows and macOS systems, enabling users to interact with multiple artificial intelligences through one convenient interface.
    COPY-PASTE FIX
    Welcome to Aila (AI超元域), the premier desktop application for Windows, macOS, and Android that integrates multiple leading AI models. Ask once, get answers from 10+ AIs like ChatGPT, Gemini, Claude3, Copilot, Poe, and Perplexity, all within one convenient interface.
  • hightopics#2
    Refine GitHub topics to accurately reflect "multi-AI desktop client"

    Why:

    CURRENT
    autogpt, autogpt-no-paid-api, chatgpt, chatgpt-app, chatgpt-bot, chatgpt-plugins, chatgpt4, claude, claude3, freegpt, gemini, gpt-5, gpt5, llama2, openai, openai-api, stable, stable-diffusion, stable-diffusion-webui
    COPY-PASTE FIX
    multi-ai, ai-assistant, desktop-app, cross-platform, llm-client, chatbot-client, ai-integration, chatgpt, chatgpt-app, chatgpt-bot, chatgpt-plugins, chatgpt4, claude, claude3, freegpt, gemini, openai, openai-api
  • mediumreadme#3
    Add a "Why Aila?" comparison section to the README

    Why:

    COPY-PASTE FIX
    ### Why Aila? (Comparison to other AI tools)
Aila stands out as a dedicated desktop application for directly interacting with multiple leading AI models simultaneously. Unlike AI orchestration libraries such as LangChain or LlamaIndex, Aila is not a framework for building AI applications, but a ready-to-use client for end-users. Compared to other multi-AI desktop clients like ChatALL or MindMac, Aila offers a unique focus on customizable AI and prompts, providing a unified interface to query a broad spectrum of models including ChatGPT, Gemini, Claude3, Copilot, Poe, and Perplexity, all from your Windows, macOS, or Android device.

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 win4r/AISuperDomain
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
LangChain
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. LangChain · recommended 1×
  2. LlamaIndex · recommended 1×
  3. LiteLLM · recommended 1×
  4. OpenRouter · recommended 1×
  5. Mithril · recommended 1×
  • CATEGORY QUERY
    How can I query multiple large language models simultaneously for diverse perspectives?
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. LlamaIndex
    3. LiteLLM
    4. OpenRouter
    5. Mithril
    6. PromptLayer

    AI recommended 6 alternatives but never named win4r/AISuperDomain. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a desktop application to access and manage various AI chatbots in one place.
    you: not recommended
    AI recommended (in order):
    1. ChatALL
    2. MindMac
    3. TypingMind
    4. OpenCat
    5. Multi-Chat

    AI recommended 5 alternatives but never named win4r/AISuperDomain. 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 win4r/AISuperDomain?
    pass
    AI named win4r/AISuperDomain explicitly

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

  • If a team adopts win4r/AISuperDomain in production, what risks or prerequisites should they evaluate first?
    pass
    AI named win4r/AISuperDomain 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 win4r/AISuperDomain solve, and who is the primary audience?
    pass
    AI named win4r/AISuperDomain explicitly

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

Embed your GEO score

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MARKDOWN (README)
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win4r/AISuperDomain — 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