RRepoGEO

REPOGEO REPORT · LITE

Wisser/Jailer

Default branch master · commit 64a16688 · scanned 5/22/2026, 5:08:01 PM

GitHub: 3,161 stars · 140 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 Wisser/Jailer, 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 the README H1 and opening paragraph to emphasize core value and category

    Why:

    CURRENT
    # Jailer Database Tool

Jailer is a tool for database subsetting and relational data browsing.
    COPY-PASTE FIX
    # Jailer: Open-Source Database Subsetting & Test Data Management Tool

Jailer is a powerful, open-source tool for creating consistent, referentially intact subsets of your relational database, ideal for generating realistic test data, archiving obsolete records, and secure data browsing.
  • mediumreadme#2
    Add a 'Why Jailer?' or 'Comparison' section to the README

    Why:

    COPY-PASTE FIX
    ## Why Jailer?

Unlike generic database tools, Jailer guarantees referential integrity when creating data subsets, making it perfect for realistic test data generation and secure data archiving. Compared to enterprise Test Data Management (TDM) solutions, Jailer offers a lightweight, open-source alternative focused on precision and ease of use.
  • lowreadme#3
    Add a dedicated 'Key Use Cases' section to the README

    Why:

    COPY-PASTE FIX
    ## Key Use Cases

- **Test Data Generation:** Create small, realistic, and referentially intact datasets for development and testing environments.
- **Data Archiving:** Safely remove and archive obsolete production data while preserving integrity.
- **Local Problem Analysis:** Extract relevant production data subsets for debugging and analysis without impacting live systems.
- **Secure Data Browsing:** Navigate complex database schemas with ease, following relationships to understand data context.

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 Wisser/Jailer
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Informatica Test Data Management (TDM)
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Informatica Test Data Management (TDM) · recommended 1×
  2. Delphix Data Platform · recommended 1×
  3. Broadcom Test Data Management (formerly CA TDM) · recommended 1×
  4. DataVeil Test Data Management · recommended 1×
  5. Redgate SQL Provision · recommended 1×
  • CATEGORY QUERY
    Need a tool to extract consistent, referentially intact test data from large databases.
    you: not recommended
    AI recommended (in order):
    1. Informatica Test Data Management (TDM)
    2. Delphix Data Platform
    3. Broadcom Test Data Management (formerly CA TDM)
    4. DataVeil Test Data Management
    5. Redgate SQL Provision
    6. DbUnit

    AI recommended 6 alternatives but never named Wisser/Jailer. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best tools for browsing relational database data and exporting specific subsets?
    you: not recommended
    AI recommended (in order):
    1. DBeaver Community Edition
    2. SQL Developer
    3. DataGrip
    4. HeidiSQL
    5. Navicat Premium
    6. TablePlus
    7. phpMyAdmin
    8. pgAdmin

    AI recommended 8 alternatives but never named Wisser/Jailer. 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 Wisser/Jailer?
    pass
    AI named Wisser/Jailer explicitly

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

  • If a team adopts Wisser/Jailer in production, what risks or prerequisites should they evaluate first?
    pass
    AI named Wisser/Jailer 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 Wisser/Jailer solve, and who is the primary audience?
    pass
    AI named Wisser/Jailer explicitly

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

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Wisser/Jailer — 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