REPOGEO REPORT · LITE

win4r/AISuperDomain

Default branch main · commit 65a7f857 · scanned 6/28/2026, 11:21:49 AM

GitHub: 1,987 stars · 325 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's opening paragraph to clarify core problem and audience

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.

COPY-PASTE FIX

Aila Desktop Application is the premier cross-platform tool for anyone needing to query multiple leading AI models like ChatGPT, Gemini, and Claude3 from a single, unified desktop interface, solving the fragmentation of AI access and providing diverse insights.

hightopics#2

Add specific topics for multi-AI desktop integration

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

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, multi-ai-client, ai-aggregator, cross-platform-ai, desktop-ai-app, llm-interface, ai-integration-tool, chatgpt-client, gemini-client, claude-client

mediumreadme#3

Clarify video demo links in README, aligning with homepage

Why:

CURRENT

### 🔥视频演示：https://b23.tv/B1OXY2V

COPY-PASTE FIX

### 🔥Video Demos:
- Official YouTube Channel: https://www.youtube.com/@AIsuperdomain
- Bilibili Demo (Chinese): https://b23.tv/B1OXY2V

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

Of all named tools, what % are you?

Top rival

LM Studio

Recommended in 2 of 2 queries

COMPETITOR LEADERBOARD

LM Studio · recommended 2×
Ollama · recommended 2×
Jan · recommended 2×
LocalAI · recommended 1×
GPT-4All · recommended 1×

CATEGORY QUERY
How can I query multiple large language models from a single desktop interface?
you: not recommended
AI recommended (in order):
1. LM Studio
2. Ollama
3. Jan
4. LocalAI
5. GPT-4All
6. PyQt
7. Tkinter
8. Streamlit
9. Gradio
10. LangChain
11. LlamaIndex
AI recommended 11 alternatives but never named win4r/AISuperDomain. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Seeking a cross-platform desktop application to unify interaction with various AI models.
you: not recommended
AI recommended (in order):
1. LM Studio
2. Ollama
3. Jan
4. Pinokio
5. FlowiseAI
6. Electron
7. Tauri
8. OpenAI API
9. Anthropic API
10. Hugging Face Inference API
AI recommended 10 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

Drop this badge into the README of win4r/AISuperDomain. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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MARKDOWN (README)

[![RepoGEO](https://repogeo.com/badge/win4r/AISuperDomain.svg)](https://repogeo.com/en/r/win4r/AISuperDomain)

HTML

<a href="https://repogeo.com/en/r/win4r/AISuperDomain"><img src="https://repogeo.com/badge/win4r/AISuperDomain.svg" alt="RepoGEO" /></a>

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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