RRepoGEO

REPOGEO REPORT · LITE

mbi/django-rosetta

Default branch develop · commit f5ac3f50 · scanned 5/22/2026, 10:56:54 PM

GitHub: 1,155 stars · 201 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
75 /100
Needs work
Category recall
2 / 2
Avg rank #3.0 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 mbi/django-rosetta, 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
    Emphasize in-browser .po file editing as the core differentiator in the README

    Why:

    CURRENT
    Rosetta is a `Django <http://www.djangoproject.com/>`_ application that facilitates the translation process of your Django projects.
    COPY-PASTE FIX
    Rosetta is a `Django <http://www.djangoproject.com/>`_ application that provides an **in-browser, Django admin-integrated interface for managing `.po` translation files**, greatly facilitating the translation process of your Django projects.
  • mediumreadme#2
    Add a sentence to the README clarifying Rosetta's scope relative to full TMS platforms

    Why:

    COPY-PASTE FIX
    While Rosetta offers powerful automatic translation features, it is designed as a lightweight, in-browser `.po` file editor integrated directly into your Django admin, rather than a full-fledged external Translation Management System (TMS).
  • lowtopics#3
    Add specific automatic translation service names to topics

    Why:

    CURRENT
    django, gettext, i18n, internationalization, python, translation
    COPY-PASTE FIX
    django, gettext, i18n, internationalization, python, translation, deepl, openai, google-translate

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 mbi/django-rosetta
Avg rank
#3.0
Lower is better. #1 = top recommendation.
Share of voice
15%
Of all named tools, what % are you?
Top rival
Weblate
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Weblate · recommended 2×
  2. Transifex · recommended 1×
  3. Phrase · recommended 1×
  4. POEditor · recommended 1×
  5. Crowdin · recommended 1×
  • CATEGORY QUERY
    How can I streamline the internationalization and translation process for my Django project?
    you: #5
    AI recommended (in order):
    1. Transifex
    2. Weblate
    3. Phrase
    4. POEditor
    5. Django-Rosetta ← you
    6. Crowdin
    7. Localazy
    Show full AI answer
  • CATEGORY QUERY
    Are there any Django applications to simplify editing gettext translation files in-browser?
    you: #1
    AI recommended (in order):
    1. Django-Rosetta ← you
    2. Django-Modeltranslation
    3. Django-Grappelli
    4. Django-Parler
    5. Weblate
    6. Pootle
    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 mbi/django-rosetta?
    pass
    AI did not name mbi/django-rosetta — 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 mbi/django-rosetta in production, what risks or prerequisites should they evaluate first?
    pass
    AI named mbi/django-rosetta 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 mbi/django-rosetta solve, and who is the primary audience?
    pass
    AI named mbi/django-rosetta explicitly

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

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mbi/django-rosetta — 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