RRepoGEO

REPOGEO REPORT · LITE

lealone/Lealone

Default branch master · commit 8624be45 · scanned 5/10/2026, 5:02:29 PM

GitHub: 2,561 stars · 521 forks

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's opening to emphasize 'AI Agent 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
* 适用于个人助理和各种规模的企业应用
    COPY-PASTE FIX
    ### Lealone 是什么
* Lealone 是一个高性能的全栈自进化通用智能体平台，专为构建企业级 AI 应用、个人助理和氛围编程而设计，旨在彻底颠覆现有的应用软件开发模式。
  • mediumtopics#2
    Add AI application and platform-centric topics

    Why:

    CURRENT
    acid, agent, ai, async, database, lealone, llm, microservice, newsql, oltp, orm, rdbms, replication, sharding, sql
    COPY-PASTE FIX
    acid, agent, ai, async, database, lealone, llm, microservice, newsql, oltp, orm, rdbms, replication, sharding, sql, ai-platform, enterprise-ai, generative-ai, low-code-ai, intelligent-agent, ai-development, ai-agent
  • lowreadme#3
    Clarify the project's license in the README

    Why:

    COPY-PASTE FIX
    Lealone is licensed under [Specify License Name(s) and terms, e.g., 'a custom license combining Apache 2.0 and MIT terms']. Please refer to the LICENSE file for full details.

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
Azure Machine Learning
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Azure Machine Learning · recommended 2×
  2. Microsoft Azure OpenAI Service · recommended 1×
  3. Azure Logic Apps · recommended 1×
  4. Power Automate · recommended 1×
  5. Google Cloud Vertex AI · recommended 1×
  • CATEGORY QUERY
    How to build enterprise AI applications with a self-evolving intelligent agent and minimal code?
    you: not recommended
    AI recommended (in order):
    1. Microsoft Azure OpenAI Service
    2. Azure Machine Learning
    3. Azure Logic Apps
    4. Power Automate
    5. Google Cloud Vertex AI
    6. Dialogflow CX
    7. Google Cloud Workflows
    8. AppSheet
    9. Hugging Face Transformers
    10. Hugging Face AutoTrain
    11. LangChain
    12. LlamaIndex
    13. Streamlit
    14. Gradio
    15. DataRobot
    16. DataRobot AI Cloud
    17. C3 AI Platform

    AI recommended 17 alternatives but never named lealone/Lealone. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a full-stack platform for AI-driven microservices with built-in database capabilities.
    you: not recommended
    AI recommended (in order):
    1. Google Cloud Platform (GCP)
    2. Cloud Run
    3. Google Kubernetes Engine (GKE)
    4. Cloud Functions
    5. Vertex AI
    6. AI Platform
    7. Vision AI
    8. Natural Language AI
    9. Speech-to-Text
    10. Cloud Spanner
    11. Cloud Firestore
    12. Cloud SQL
    13. BigQuery
    14. Pub/Sub
    15. Cloud Endpoints
    16. Amazon Web Services (AWS)
    17. AWS Lambda
    18. Amazon ECS (Elastic Container Service)
    19. Amazon EKS (Elastic Kubernetes Service)
    20. AWS App Runner
    21. Amazon SageMaker
    22. Amazon Rekognition
    23. Amazon Comprehend
    24. Amazon Polly
    25. Amazon Aurora
    26. Amazon DynamoDB
    27. Amazon RDS
    28. Amazon Redshift
    29. Amazon SQS
    30. Amazon SNS
    31. Amazon API Gateway
    32. Microsoft Azure
    33. Azure Functions
    34. Azure Kubernetes Service (AKS)
    35. Azure Container Apps
    36. Azure Machine Learning
    37. Azure Cognitive Services
    38. Azure Bot Service
    39. Azure Cosmos DB
    40. Azure SQL Database
    41. Azure Database for PostgreSQL/MySQL/MariaDB
    42. Azure Synapse Analytics
    43. Azure Service Bus
    44. Azure Event Grid
    45. Azure API Management
    46. Firebase
    47. Firebase Cloud Functions
    48. Firebase Realtime Database
    49. Vercel
    50. Vercel Serverless Functions
    51. OpenAI
    52. Hugging Face
    53. PostgreSQL
    54. Neon
    55. Supabase
    56. MongoDB Atlas
    57. PlanetScale
    58. FaunaDB
    59. Heroku
    60. Heroku Dynos
    61. Heroku Private Spaces
    62. Heroku Postgres
    63. Heroku Data for Redis
    64. JawsDB MySQL

    AI recommended 64 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?

Embed your GEO score

Drop this badge into the README of lealone/Lealone. 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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