RRepoGEO

REPOGEO REPORT · LITE

g-battaglia/kerykeion

Default branch main · commit 8d4a5793 · scanned 6/2/2026, 4:41:50 AM

GitHub: 646 stars · 184 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 g-battaglia/kerykeion, 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
    Strengthen README's opening paragraph to highlight unique positioning

    Why:

    CURRENT
    Kerykeion is a Python library for astrology. It computes planetary and house positions, detects aspects, and generates SVG charts, including birth, synastry, transit, and composite charts. You can also customize which planets to include in your calculations. The main goal of this project is to provide high-precision astrological calculations through a clean, data-driven approach, making them accessible and programmable.
    COPY-PASTE FIX
    Kerykeion is a high-level Python library for **data-driven astrology**, providing a clean, programmable interface for complex astrological calculations. Unlike lower-level astronomical engines, Kerykeion focuses on delivering an opinionated, astrology-specific API to compute planetary and house positions, detect aspects, and generate SVG charts for birth, synastry, transit, and composite charts with high precision.
  • mediumreadme#2
    Add a comparison section to the README

    Why:

    COPY-PASTE FIX
    Add a new section to the README, for example, after 'Basic Usage' or 'Main Goal':

## Why Kerykeion? (vs. PyEphem, AstroPy, and pyswisseph)
While libraries like PyEphem, AstroPy, and pyswisseph provide powerful astronomical calculations, Kerykeion differentiates itself by offering a **high-level, astrology-focused API**. It abstracts away the complexities of raw astronomical data, providing an opinionated and Pythonic interface specifically designed for astrological concepts like aspects, house systems, and chart generation. Kerykeion is built for astrologers and developers who need ready-to-use astrological insights and visualizations, rather than just raw celestial mechanics.
  • lowtopics#3
    Add 'python-library' and 'astrology-library' to topics

    Why:

    CURRENT
    astrologer, astrology, astrology-calculator, astronomical-algorithms, birthchart, charts, composite-chart, data-driven, data-science, ephemeris, planets, python, svg, synastry, tranist-chart, transits, zodiac-algorithm, zodiac-sign, zodiacsign-calculator
    COPY-PASTE FIX
    astrologer, astrology, astrology-calculator, astrology-library, astronomical-algorithms, birthchart, charts, composite-chart, data-driven, data-science, ephemeris, planets, python, python-library, svg, synastry, tranist-chart, transits, zodiac-algorithm, zodiac-sign, zodiacsign-calculator

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 g-battaglia/kerykeion
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
PyEphem
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. PyEphem · recommended 2×
  2. AstroPy · recommended 2×
  3. swephR · recommended 1×
  4. python-astrology · recommended 1×
  5. pyswisseph · recommended 1×
  • CATEGORY QUERY
    How can I generate astrological birth charts and synastry reports using a Python library?
    you: not recommended
    AI recommended (in order):
    1. swephR
    2. PyEphem
    3. AstroPy
    4. python-astrology
    5. pyswisseph

    AI recommended 5 alternatives but never named g-battaglia/kerykeion. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What Python tools are available for precise planetary position calculations and SVG chart rendering?
    you: not recommended
    AI recommended (in order):
    1. AstroPy
    2. CairoSVG
    3. svgwrite
    4. Skyfield
    5. PyEphem
    6. Matplotlib
    7. Pillow

    AI recommended 7 alternatives but never named g-battaglia/kerykeion. 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 g-battaglia/kerykeion?
    pass
    AI named g-battaglia/kerykeion explicitly

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

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