RRepoGEO

REPOGEO REPORT · LITE

lealone/Lealone

Default branch master · commit 05ed501c · scanned 6/20/2026, 4:13:06 PM

GitHub: 2,570 stars · 523 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
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 lealone/Lealone, 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 clearly state Lealone is an AI application development platform.

    Why:

    CURRENT
    ### Lealone 是什么
* 是一个高性能的全栈自进化通用智能体
* 能够彻底颠覆现有的应用软件开发模式
* 适用于氛围编程和各种规模的企业应用
    COPY-PASTE FIX
    ### Lealone 是什么
Lealone 是一个创新的全栈平台，旨在通过自进化通用智能体和氛围编程，彻底颠覆现有应用软件开发模式。它提供零代码、渐进式开发企业级 AI 应用的能力，并能构建和管理全栈应用及数据库。
  • mediumhomepage#2
    Add a homepage URL to the repository's About section.

    Why:

    COPY-PASTE FIX
    Add the official project homepage URL (e.g., `https://your-project-website.com`) to the repository's 'About' section.
  • lowlicense#3
    Clarify the existing license(s) in the README.

    Why:

    COPY-PASTE FIX
    请注意，Lealone 的许可信息包含在 `LICENSE` 文件中。由于其为非标准模板，请查阅该文件以了解具体的许可条款。

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 lealone/Lealone
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Microsoft Power Apps + AI Builder
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Microsoft Power Apps + AI Builder · recommended 1×
  2. Google Cloud Vertex AI Workbench (with AutoML) · recommended 1×
  3. Salesforce Einstein Platform · recommended 1×
  4. DataRobot · recommended 1×
  5. Amazon SageMaker Canvas · recommended 1×
  • CATEGORY QUERY
    Seeking a platform for developing enterprise AI applications with progressive, zero-code methods.
    you: not recommended
    AI recommended (in order):
    1. Microsoft Power Apps + AI Builder
    2. Google Cloud Vertex AI Workbench (with AutoML)
    3. Salesforce Einstein Platform
    4. DataRobot
    5. Amazon SageMaker Canvas
    6. Appian

    AI recommended 6 alternatives but never named lealone/Lealone. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools enable AI agents to build and manage full-stack applications and databases?
    you: not recommended
    AI recommended (in order):
    1. OpenAI GPT-4 / GPT-3.5 (via API)
    2. LangChain (langchain-ai/langchain)
    3. AutoGPT / BabyAGI
    4. GitHub Copilot / GitHub Copilot X
    5. Replit AI / Ghostwriter
    6. DB-GPT (eosphoros-ai/DB-GPT)
    7. AWS CodeWhisperer / Google Cloud Codey APIs

    AI recommended 7 alternatives but never named lealone/Lealone. 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 lealone/Lealone?
    pass
    AI named lealone/Lealone explicitly

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

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

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

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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite