RRepoGEO

REPOGEO REPORT · LITE

TabularisDB/tabularis

Default branch main · commit 3fece040 · scanned 5/18/2026, 4:02:34 PM

GitHub: 1,939 stars · 131 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
27 /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
1 / 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 TabularisDB/tabularis, 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 core identity to emphasize its primary function

    Why:

    CURRENT
    An open-source desktop client for modern databases. Supports PostgreSQL, MySQL/MariaDB and SQLite and is hackable with plugins, with notebooks, AI, and MCP built in.
    COPY-PASTE FIX
    Tabularis is a modern, open-source desktop GUI client for developers, supporting PostgreSQL, MySQL/MariaDB, and SQLite. It's designed for speed and aesthetics, hackable with plugins, and includes built-in notebooks, AI features, and MCP.
  • highreadme#2
    Clarify the context of the 'Origin Story' in the README

    Why:

    CURRENT
    > 💡 **Origin Story:** This project began as an AI-assisted development experiment, exploring how far intelligent agents could accelerate building a fully functional tool from scratch..
    COPY-PASTE FIX
    > 💡 **Origin Story (Development Process):** This project began as an AI-assisted development experiment, exploring how far intelligent agents could accelerate building a fully functional tool from scratch. **Note: While AI was used in its creation, Tabularis is a standalone database client, not an AI agent itself.**
  • mediumreadme#3
    Add a comparison section to the README

    Why:

    COPY-PASTE FIX
    ## Why Tabularis? (Compared to DBeaver, DataGrip, and TablePlus)
Tabularis offers a unique blend of modern aesthetics, cross-platform performance built with Rust and Tauri, and a hackable plugin architecture. Unlike heavier alternatives, Tabularis prioritizes speed and a clean user experience, while integrating advanced features like visual query building, notebooks, and AI capabilities directly into a lightweight package.

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 TabularisDB/tabularis
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
DataGrip
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. DataGrip · recommended 2×
  2. dbeaver/dbeaver · recommended 1×
  3. sqlectron/sqlectron-gui · recommended 1×
  4. beekeeper-studio/beekeeper-studio · recommended 1×
  5. TablePlus · recommended 1×
  • CATEGORY QUERY
    What's a good lightweight, cross-platform database client for MySQL, PostgreSQL, and SQLite?
    you: not recommended
    AI recommended (in order):
    1. DBeaver Community Edition (dbeaver/dbeaver)
    2. DataGrip
    3. SQLectron (sqlectron/sqlectron-gui)
    4. Beekeeper Studio (beekeeper-studio/beekeeper-studio)
    5. TablePlus

    AI recommended 5 alternatives but never named TabularisDB/tabularis. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a modern database GUI with AI features and visual query building capabilities.
    you: not recommended
    AI recommended (in order):
    1. DataGrip

    AI recommended 1 alternative but never named TabularisDB/tabularis. 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 TabularisDB/tabularis?
    pass
    AI did not name TabularisDB/tabularis — likely talking about a different project

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

  • If a team adopts TabularisDB/tabularis in production, what risks or prerequisites should they evaluate first?
    pass
    AI named TabularisDB/tabularis 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 TabularisDB/tabularis solve, and who is the primary audience?
    pass
    AI did not name TabularisDB/tabularis — likely talking about a different project

    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 TabularisDB/tabularis. 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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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite