RRepoGEO

REPOGEO REPORT · LITE

clidey/whodb

Default branch main · commit f8ce5073 · scanned 6/27/2026, 3:16:13 AM

GitHub: 4,905 stars · 219 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)

3 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

AI VISIBILITY SCORE
33 /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
2 / 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 clidey/whodb, 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 H1 and opening sentence to clarify core function

    Why:

    CURRENT
    # WhoDB
### *Lightweight, Fast, and Beautiful Database Management*
...
## 🎯 What is WhoDB?
**WhoDB is the modern database management tool that developers actually want to use.**
    COPY-PASTE FIX
    # WhoDB: A Lightweight Multi-Database Explorer & Management GUI
### *Fast, Beautiful, and AI-Powered Database Management for Developers*
...
## 🎯 What is WhoDB?
**WhoDB is a modern, lightweight, and fast graphical database client and explorer for SQL and NoSQL databases, designed for developers.**
  • mediumabout#2
    Add "graphical" to the repository description

    Why:

    CURRENT
    A lightweight next-gen data explorer - Postgres, MySQL, SQLite, MongoDB, Redis, MariaDB, Elastic Search, and Clickhouse with Chat interface
    COPY-PASTE FIX
    A lightweight next-gen graphical data explorer and management tool for Postgres, MySQL, SQLite, MongoDB, Redis, MariaDB, Elastic Search, and Clickhouse, featuring a chat interface.
  • mediumtopics#3
    Expand topics to include GUI and multi-database terms

    Why:

    CURRENT
    anthropic, clickhouse, data-analysis, data-visualization, database, elasticsearch, explorer, golang, lightweight, mariadb, mongodb, mysql, ollama, openai, postgresql, reactjs, sqlite3, typescript, vite
    COPY-PASTE FIX
    anthropic, clickhouse, data-analysis, data-visualization, database, database-gui, database-client, multi-database, sql-client, nosql-client, elasticsearch, explorer, golang, lightweight, mariadb, mongodb, mysql, ollama, openai, postgresql, reactjs, sqlite3, typescript, vite

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 clidey/whodb
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 Ultimate Edition · recommended 1×
  3. TablePlus · recommended 1×
  4. SQLPro Studio · recommended 1×
  5. Beekeeper Studio · recommended 1×
  • CATEGORY QUERY
    Need a modern, lightweight database explorer supporting various SQL and NoSQL types with AI assistance.
    you: not recommended
    AI recommended (in order):
    1. DataGrip
    2. DBeaver Ultimate Edition
    3. TablePlus
    4. SQLPro Studio
    5. Beekeeper Studio
    6. Insomnia
    7. Postman

    AI recommended 7 alternatives but never named clidey/whodb. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best cross-database management tools for quickly exploring and visualizing data?
    you: not recommended
    AI recommended (in order):
    1. DBeaver Community Edition (dbeaver/dbeaver)
    2. DataGrip
    3. Metabase (metabase/metabase)
    4. Tableau Public / Tableau Desktop
    5. Looker Studio
    6. Apache Superset (apache/superset)
    7. SQL Developer

    AI recommended 7 alternatives but never named clidey/whodb. 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 clidey/whodb?
    pass
    AI did not name clidey/whodb — 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 clidey/whodb in production, what risks or prerequisites should they evaluate first?
    pass
    AI named clidey/whodb 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 clidey/whodb solve, and who is the primary audience?
    pass
    AI named clidey/whodb explicitly

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

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clidey/whodb — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite