RRepoGEO

REPOGEO REPORT · LITE

t8y2/dbx

Default branch main · commit c10d2d95 · scanned 6/11/2026, 6:26:19 AM

GitHub: 4,868 stars · 393 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)

4 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 t8y2/dbx, 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
    Explicitly state project type and dispel miscategorization in README

    Why:

    CURRENT
    The current README's most prominent descriptive text is '50+ databases in 15 MB. Desktop & Docker self-hosting, with built-in AI assistant.'
    COPY-PASTE FIX
    Add this sentence prominently at the very beginning of the README, perhaps right after the main title/logo, or as the first line of the description:
'**DBX is a lightweight, cross-platform GUI database client and manager, supporting 50+ SQL and NoSQL systems. It is built with Rust/Tauri/Vue and is NOT a schema migration tool or a Go-based library.**'
  • mediumabout#2
    Add 'AI assistant' to the repository description

    Why:

    CURRENT
    15MB, lightweight, cross-platform database client. Supports MySQL, PostgreSQL, SQLite, Redis, MongoDB, DuckDB, ClickHouse, SQL Server and more.
    COPY-PASTE FIX
    15MB, lightweight, cross-platform database client and manager with a built-in AI assistant. Supports MySQL, PostgreSQL, SQLite, Redis, MongoDB, DuckDB, ClickHouse, SQL Server and more.
  • lowtopics#3
    Add 'database-gui' to repository topics

    Why:

    CURRENT
    clickhouse, database, database-client, database-management, gui, mongodb, mysql, postgresql, redis, rust, sql-server, sqlite, tauri, vue
    COPY-PASTE FIX
    clickhouse, database, database-client, database-management, database-gui, gui, mongodb, mysql, postgresql, redis, rust, sql-server, sqlite, tauri, vue

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 t8y2/dbx
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
dbeaver/dbeaver
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. dbeaver/dbeaver · recommended 2×
  2. DataGrip · recommended 2×
  3. microsoft/azuredatastudio · recommended 2×
  4. Valentina Studio · recommended 1×
  5. TablePlus · recommended 1×
  • CATEGORY QUERY
    What's a good lightweight cross-platform GUI tool for managing multiple database types?
    you: not recommended
    AI recommended (in order):
    1. DBeaver Community Edition (dbeaver/dbeaver)
    2. DataGrip
    3. Azure Data Studio (microsoft/azuredatastudio)
    4. Valentina Studio
    5. TablePlus
    6. SQuirreL SQL Client

    AI recommended 6 alternatives but never named t8y2/dbx. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Which desktop database client supports many SQL and NoSQL systems with AI assistance?
    you: not recommended
    AI recommended (in order):
    1. DataGrip
    2. DBeaver Ultimate Edition (dbeaver/dbeaver)
    3. SQL Developer (Oracle SQL Developer)
    4. Navicat Premium
    5. Studio 3T
    6. Robo 3T (Studio3T/robomongo)
    7. Azure Data Studio (microsoft/azuredatastudio)

    AI recommended 7 alternatives but never named t8y2/dbx. 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 t8y2/dbx?
    pass
    AI named t8y2/dbx explicitly

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

  • If a team adopts t8y2/dbx in production, what risks or prerequisites should they evaluate first?
    pass
    AI named t8y2/dbx 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 t8y2/dbx solve, and who is the primary audience?
    pass
    AI named t8y2/dbx 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
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t8y2/dbx — RepoGEO report