RRepoGEO

REPOGEO REPORT · LITE

schemacrawler/SchemaCrawler

Default branch main · commit d4345a5f · scanned 5/10/2026, 7:22:51 PM

GitHub: 1,804 stars · 209 forks

AI VISIBILITY SCORE
92 /100
Healthy
Category recall
2 / 2
Avg rank #1.0 when recommended
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 schemacrawler/SchemaCrawler, 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
    Clarify project license in README

    Why:

    COPY-PASTE FIX
    SchemaCrawler is licensed under [INSERT SPECIFIC LICENSE NAME(S) HERE], as detailed in the LICENSE file.
  • mediumreadme#2
    Emphasize the AI MCP Server feature in the 'About' section

    Why:

    CURRENT
    SchemaCrawler is a free database schema discovery and comprehension tool.
    COPY-PASTE FIX
    SchemaCrawler is a free database schema discovery and comprehension tool, featuring an **AI MCP Server for deep database insights**.
  • lowreadme#3
    Explicitly mention 'open-source' and 'Java' in the README's 'About' section

    Why:

    CURRENT
    SchemaCrawler is a free database schema discovery and comprehension tool.
    COPY-PASTE FIX
    SchemaCrawler is a free, **open-source Java** database schema discovery and comprehension tool.

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
2 / 2
100% of queries surface schemacrawler/SchemaCrawler
Avg rank
#1.0
Lower is better. #1 = top recommendation.
Share of voice
13%
Of all named tools, what % are you?
Top rival
dbdocs.io
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. dbdocs.io · recommended 1×
  2. Dataedo · recommended 1×
  3. SQL Digger · recommended 1×
  4. schemaspy/schemaspy · recommended 1×
  5. Redgate SQL Doc · recommended 1×
  • CATEGORY QUERY
    What tools can help me discover database schemas and generate comprehensive documentation?
    you: #1
    AI recommended (in order):
    1. SchemaCrawler (schemacrawler/SchemaCrawler) ← you
    2. dbdocs.io
    3. Dataedo
    4. SQL Digger
    5. SchemaSpy (schemaspy/schemaspy)
    6. Redgate SQL Doc
    7. Doxygen (doxygen/doxygen)
    Show full AI answer
  • CATEGORY QUERY
    Are there open-source Java utilities for reverse-engineering database schemas into ER diagrams?
    you: #1
    AI recommended (in order):
    1. SchemaCrawler (schemacrawler/SchemaCrawler) ← you
    2. Graphviz (graphviz/graphviz)
    3. DbSchema
    4. DBeaver (dbeaver/dbeaver)
    5. SQL Developer
    6. JBoss Forge (forge/forge)
    7. Hibernate Tools (hibernate/hibernate-tools)
    8. QuickDBD
    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 schemacrawler/SchemaCrawler?
    pass
    AI named schemacrawler/SchemaCrawler explicitly

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

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

    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 schemacrawler/SchemaCrawler. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

RepoGEO badge previewLive preview
MARKDOWN (README)
[![RepoGEO](https://repogeo.com/badge/schemacrawler/SchemaCrawler.svg)](https://repogeo.com/en/r/schemacrawler/SchemaCrawler)
HTML
<a href="https://repogeo.com/en/r/schemacrawler/SchemaCrawler"><img src="https://repogeo.com/badge/schemacrawler/SchemaCrawler.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

schemacrawler/SchemaCrawler — 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