RRepoGEO

REPOGEO REPORT · LITE

prisma/studio

Default branch main · commit 1a3731fc · scanned 5/9/2026, 5:37:03 PM

GitHub: 2,205 stars · 75 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 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
    Add descriptive topics for Prisma Studio

    Why:

    CURRENT
    loggy-core, loggy-strike-team
    COPY-PASTE FIX
    prisma, prisma-orm, database-gui, data-editor, visual-editor, database-tool, data-manipulation
  • highreadme#2
    Emphasize Prisma-specific integration in the README's opening

    Why:

    CURRENT
    Prisma Studio is Prisma's visual editor for exploring and editing your database.
    COPY-PASTE FIX
    Prisma Studio is Prisma's visual editor for exploring and editing your database, designed specifically for projects using Prisma ORM. It provides a powerful, intuitive interface to manage your data directly within your Prisma ecosystem.
  • mediumlicense#3
    Clarify the repository's license in the README

    Why:

    COPY-PASTE FIX
    This repository is licensed under [Specify License Name(s) here, e.g., Apache-2.0 and MIT]. Please see the `LICENSE` file for full 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
DataGrip
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. DataGrip · recommended 2×
  2. SQL Developer · recommended 2×
  3. DBeaver Community Edition · recommended 1×
  4. Azure Data Studio · recommended 1×
  5. TablePlus · recommended 1×
  • CATEGORY QUERY
    Need a visual tool to explore and manipulate data in my database projects.
    you: not recommended
    AI recommended (in order):
    1. DBeaver Community Edition
    2. DataGrip
    3. SQL Developer
    4. Azure Data Studio
    5. TablePlus
    6. HeidiSQL
    7. pgAdmin

    AI recommended 7 alternatives but never named prisma/studio. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a user-friendly visual editor for database schema and record management.
    you: not recommended
    AI recommended (in order):
    1. DBeaver Community Edition (dbeaver/dbeaver)
    2. DataGrip
    3. SQL Developer
    4. MySQL Workbench
    5. pgAdmin (pgadmin-org/pgadmin4)
    6. Navicat Premium

    AI recommended 6 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?

Embed your GEO score

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prisma/studio — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite