RRepoGEO

REPOGEO REPORT · LITE

t8y2/dbx

Default branch main · commit 9a7c12c6 · scanned 5/7/2026, 2:22:21 PM

GitHub: 1,095 stars · 74 forks

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
    Reposition README's opening to explicitly state "GUI desktop client"

    Why:

    CURRENT
    <h1>DBX</h1> <p>25+ databases in 15 MB. Desktop & Docker self-hosting, with built-in AI assistant.</p>
    COPY-PASTE FIX
    <h1>DBX: Lightweight Cross-Platform GUI Database Client</h1> <p>Connect to 25+ databases in a 15 MB desktop app, with built-in AI assistant and Docker self-hosting.</p>
  • mediumtopics#2
    Add topics for "desktop app" and "AI assistant"

    Why:

    CURRENT
    clickhouse, database, database-client, database-management, duckdb, gui, mongodb, mysql, postgresql, redis, rust, sql-server, sqlite, tauri, vue
    COPY-PASTE FIX
    clickhouse, database, database-client, database-management, desktop-app, duckdb, gui, mongodb, mysql, postgresql, redis, rust, sql-server, sqlite, tauri, vue, ai-assistant, cross-platform-gui
  • mediumabout#3
    Update repository description to include "no bundled Chromium"

    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 GUI database client with no bundled Chromium. Supports MySQL, PostgreSQL, SQLite, Redis, MongoDB, DuckDB, ClickHouse, SQL Server and more, plus a built-in AI assistant.

Category GEO backends resolved for this scan: google/gemini-2.0-flash-001, deepseek/deepseek-chat

Category visibility — the real GEO test

Brand-free queries asked to google/gemini-2.0-flash-001. 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
SQL Developer
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. SQL Developer · recommended 2×
  2. DataGrip · recommended 2×
  3. Dbeaver · recommended 1×
  4. TablePlus · recommended 1×
  5. pgAdmin · recommended 1×
  • CATEGORY QUERY
    Seeking a lightweight, cross-platform GUI for managing various SQL and NoSQL databases.
    you: not recommended
    AI recommended (in order):
    1. Dbeaver
    2. TablePlus
    3. SQL Developer
    4. DataGrip
    5. pgAdmin
    6. NoSQLBooster
    7. Studio 3T

    AI recommended 7 alternatives but never named t8y2/dbx. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Which desktop client offers unified management for databases and includes an AI assistant?
    you: not recommended
    AI recommended (in order):
    1. Dbeaver PRO (dbeaver/dbeaver)
    2. DataGrip
    3. JetBrains AI Assistant
    4. Azure Data Studio (microsoft/azuredatastudio)
    5. TablePlus (TablePlus/TablePlus)
    6. SQL Developer

    AI recommended 6 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?

Embed your GEO score

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