RRepoGEO

REPOGEO REPORT · LITE

mysql/mysql-connector-python

Default branch trunk · commit cbac6da5 · scanned 6/8/2026, 1:41:54 PM

GitHub: 953 stars · 300 forks

AI VISIBILITY SCORE
80 /100
Healthy
Category recall
2 / 2
Avg rank #1.5 when recommended
Rule findings
1 pass · 1 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 mysql/mysql-connector-python, 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 relevant topics for discoverability

    Why:

    COPY-PASTE FIX
    python, mysql, database, connector, driver, db-api, x-devapi
  • highhomepage#2
    Add the official documentation link as the homepage

    Why:

    COPY-PASTE FIX
    http://dev.mysql.com/doc/connector-python/en
  • mediumreadme#3
    Explicitly state "official" status in README introduction

    Why:

    CURRENT
    MySQL Connector/Python enables Python programs to access MySQL databases, using an API that is compliant with the Python Database API Specification v2.0 (PEP 249) - We refer to it as the Classic API.
    COPY-PASTE FIX
    MySQL Connector/Python is the official Python driver for connecting to MySQL databases. It implements the MySQL Client/Server protocol completely in Python, requiring no MySQL libraries or compilation. It provides an API compliant with the Python Database API Specification v2.0 (PEP 249), known as the Classic API.

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 mysql/mysql-connector-python
Avg rank
#1.5
Lower is better. #1 = top recommendation.
Share of voice
29%
Of all named tools, what % are you?
Top rival
PyMySQL
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. PyMySQL · recommended 2×
  2. SQLAlchemy · recommended 1×
  3. psycopg2 · recommended 1×
  4. oursql · recommended 1×
  • CATEGORY QUERY
    What are the best Python libraries for connecting to a MySQL database server?
    you: #1
    AI recommended (in order):
    1. mysql-connector-python ← you
    2. PyMySQL
    3. SQLAlchemy
    4. psycopg2
    Show full AI answer
  • CATEGORY QUERY
    Seeking a pure Python database connector for MySQL that requires no compilation.
    you: #2
    AI recommended (in order):
    1. PyMySQL
    2. mysql-connector-python ← you
    3. oursql
    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    warn

    Suggestion:

  • 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 mysql/mysql-connector-python?
    pass
    AI did not name mysql/mysql-connector-python — 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 mysql/mysql-connector-python in production, what risks or prerequisites should they evaluate first?
    pass
    AI named mysql/mysql-connector-python 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 mysql/mysql-connector-python solve, and who is the primary audience?
    pass
    AI named mysql/mysql-connector-python 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 mysql/mysql-connector-python. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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MARKDOWN (README)
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HTML
<a href="https://repogeo.com/en/r/mysql/mysql-connector-python"><img src="https://repogeo.com/badge/mysql/mysql-connector-python.svg" alt="RepoGEO" /></a>
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mysql/mysql-connector-python — 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