RRepoGEO

REPOGEO REPORT · LITE

prisma/studio

Default branch main · commit 3631a933 · scanned 6/19/2026, 2:51:53 PM

GitHub: 2,211 stars · 74 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
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 prisma/studio, 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
  • hightopics#1
    Replace internal topics with descriptive ones

    Why:

    CURRENT
    loggy-core, loggy-strike-team
    COPY-PASTE FIX
    prisma, orm, database-gui, data-exploration, data-editor, postgres, mysql, mongodb, sqlite, visual-editor
  • highreadme#2
    Strengthen README's opening to emphasize Prisma ORM integration

    Why:

    CURRENT
    # Prisma Studio
    
    Prisma Studio is Prisma's visual editor for exploring and editing your database.
    
    If you already use Prisma ORM in a project, run Studio with:
    
    ```sh
    npx prisma studio
    ```
    
    Prisma Postgres projects can also use Studio in Prisma Console, which includes additional AI-assisted workflows such as SQL generation and AI-powered filters.
    
    ## This Repository
    
    This repository is the OSS home of `@prisma/studio-core`, the package that powers Prisma Studio in Prisma CLI and Prisma Console.
    COPY-PASTE FIX
    # Prisma Studio
    
    Prisma Studio is Prisma's official visual editor for exploring and editing your database, **deeply integrated with Prisma ORM**. It allows you to intuitively browse and manipulate your data with full awareness of your Prisma schema, models, and relations, offering a superior experience compared to generic database GUIs.
    
    If you already use Prisma ORM in a project, run Studio with:
    
    ```sh
    npx prisma studio
    ```
    
    Prisma Postgres projects can also use Studio in Prisma Console, which includes additional AI-assisted workflows such as SQL generation and AI-powered filters.
    
    ## This Repository
    
    This repository is the OSS home of `@prisma/studio-core`, the package that powers Prisma Studio in Prisma CLI and Prisma Console.
  • mediumreadme#3
    Clarify license information in README

    Why:

    COPY-PASTE FIX
    This project is licensed under [insert specific license name(s) here, e.g., the Apache 2.0 License and the MIT License]. See the [LICENSE](LICENSE) file for details.

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 prisma/studio
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. Navicat Premium · recommended 2×
  4. Oracle SQL Developer · recommended 1×
  5. TablePlus/TablePlus · recommended 1×
  • CATEGORY QUERY
    What are some good visual tools for exploring and manipulating database records?
    you: not recommended
    AI recommended (in order):
    1. DBeaver Community Edition (dbeaver/dbeaver)
    2. DataGrip
    3. Oracle SQL Developer
    4. TablePlus (TablePlus/TablePlus)
    5. Navicat Premium

    AI recommended 5 alternatives but never named prisma/studio. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How can I visually browse and edit data in my ORM-managed database?
    you: not recommended
    AI recommended (in order):
    1. DataGrip
    2. DBeaver (dbeaver/dbeaver)
    3. TablePlus
    4. SQLPro Studio
    5. Navicat Premium
    6. Adminer (vrana/adminer)
    7. Django Admin (django/django)
    8. Flask-Admin (flask-admin/flask-admin)
    9. Rails Admin (sferik/rails_admin)

    AI recommended 9 alternatives but never named prisma/studio. 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 prisma/studio?
    pass
    AI named prisma/studio explicitly

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

  • If a team adopts prisma/studio in production, what risks or prerequisites should they evaluate first?
    pass
    AI named prisma/studio 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 prisma/studio solve, and who is the primary audience?
    pass
    AI named prisma/studio 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
  • Prioritized action items8 vs 3 in Lite