RRepoGEO

REPOGEO REPORT · LITE

alibaba/AliSQL

Default branch master · commit dce18712 · scanned 5/19/2026, 10:21:43 AM

GitHub: 5,813 stars · 894 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 hybrid OLAP and vector search

    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 200x faster OLAP and native HNSW vector search for AI/ML workloads, all within a familiar MySQL interface.
  • hightopics#2
    Expand repository topics with specific keywords for OLAP and vector search

    Why:

    CURRENT
    alisql, database, duckdb, mysql, vector
    COPY-PASTE FIX
    alisql, mysql, olap, vector-database, hybrid-database, duckdb, ai-database, enterprise-database
  • mediumhomepage#3
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://github.com/alibaba/AliSQL

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
Oracle Database
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Oracle Database · recommended 2×
  2. PostgreSQL · recommended 1×
  3. citusdata/citus · recommended 1×
  4. timescale/timescaledb · recommended 1×
  5. cockroachdb/cockroach · recommended 1×
  • CATEGORY QUERY
    Need a single database solution for high-performance transactional processing and analytical queries.
    you: not recommended
    AI recommended (in order):
    1. PostgreSQL
    2. Citus Data (citusdata/citus)
    3. TimescaleDB (timescale/timescaledb)
    4. CockroachDB (cockroachdb/cockroach)
    5. TiDB (pingcap/tidb)
    6. SingleStore (singlestore-labs/singlestore-db)
    7. Oracle Database

    AI recommended 7 alternatives but never named alibaba/AliSQL. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What database system provides integrated vector search capabilities within a traditional relational model?
    you: not recommended
    AI recommended (in order):
    1. pgvector (pgvector/pgvector)
    2. SQL Server
    3. Oracle Database
    4. MyScaleDB (MyScaleDB/MyScaleDB)
    5. SingleStoreDB

    AI recommended 5 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?

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alibaba/AliSQL — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

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