RRepoGEO

REPOGEO REPORT · LITE

alibaba/AliSQL

Default branch master · commit dce18712 · scanned 6/30/2026, 7:06:28 PM

GitHub: 5,836 stars · 895 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 alibaba/AliSQL, 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
  • highabout#1
    Update repository description to highlight unique features

    Why:

    CURRENT
    AliSQL is a MySQL branch originated from Alibaba Group. Fetch document from Release Notes at bottom.
    COPY-PASTE FIX
    AliSQL is Alibaba's enterprise MySQL branch, integrating DuckDB for blazing-fast OLAP and native vector search for AI/ML workloads.
  • mediumtopics#2
    Add 'olap' to repository topics

    Why:

    CURRENT
    alisql, database, duckdb, mysql, vector
    COPY-PASTE FIX
    alisql, database, duckdb, mysql, vector, olap
  • mediumreadme#3
    Clarify license terms in the README

    Why:

    COPY-PASTE FIX
    Add a section or line in the README, for example: 'AliSQL is distributed under a custom license. Please refer to the [LICENSE file](LICENSE) for full details on the 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 alibaba/AliSQL
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
PostgreSQL
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. PostgreSQL · recommended 2×
  2. MySQL · recommended 2×
  3. CitusData extension · recommended 1×
  4. Microsoft Azure Cosmos DB for PostgreSQL · recommended 1×
  5. SQL Server · recommended 1×
  • CATEGORY QUERY
    Seeking a relational database with enhanced OLAP capabilities for faster analytics on transactional data.
    you: not recommended
    AI recommended (in order):
    1. PostgreSQL
    2. CitusData extension
    3. Microsoft Azure Cosmos DB for PostgreSQL
    4. SQL Server
    5. Oracle Database
    6. MySQL
    7. ClickHouse
    8. Materialize
    9. Amazon Aurora
    10. Aurora Serverless v2

    AI recommended 10 alternatives but never named alibaba/AliSQL. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What database integrates traditional relational data storage with native vector search functionality?
    you: not recommended
    AI recommended (in order):
    1. PostgreSQL
    2. pgvector
    3. Supabase
    4. Neon
    5. SingleStoreDB
    6. Rockset
    7. Milvus
    8. MySQL

    AI recommended 8 alternatives but never named alibaba/AliSQL. 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 alibaba/AliSQL?
    pass
    AI named alibaba/AliSQL explicitly

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

  • If a team adopts alibaba/AliSQL in production, what risks or prerequisites should they evaluate first?
    pass
    AI named alibaba/AliSQL 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 alibaba/AliSQL solve, and who is the primary audience?
    pass
    AI named alibaba/AliSQL 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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alibaba/AliSQL — RepoGEO report