RRepoGEO

REPOGEO REPORT · LITE

DeepLcom/deepl-python

Default branch main · commit 2cdf70fb · scanned 5/27/2026, 7:21:10 AM

GitHub: 1,321 stars · 88 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 DeepLcom/deepl-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
  • highreadme#1
    Reposition README opening to emphasize 'client library'

    Why:

    CURRENT
    The DeepL Python library offers a convenient way for applications written in Python to interact with the DeepL API.
    COPY-PASTE FIX
    The official DeepL Python client library (SDK) provides a convenient and idiomatic way for Python applications to interact with the DeepL API, enabling high-quality language translation and text improvements.
  • mediumtopics#2
    Add 'sdk' and 'client-library' to topics

    Why:

    CURRENT
    api, deepl, i18n, language, official, python, translation, translator
    COPY-PASTE FIX
    api, deepl, i18n, language, official, python, translation, translator, sdk, client-library
  • lowreadme#3
    Add a 'Why choose DeepL Python Library?' section to README

    Why:

    COPY-PASTE FIX
    ## Why choose the DeepL Python Library?

The DeepL Python Library provides access to DeepL's industry-leading translation quality, known for its natural and nuanced output. While other services offer Python client libraries, DeepL's core technology often delivers superior fluency, making this library ideal for applications where translation accuracy and naturalness are paramount.

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 DeepLcom/deepl-python
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Google Cloud Translation API
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Google Cloud Translation API · recommended 1×
  2. DeepL API · recommended 1×
  3. Microsoft Translator Text API · recommended 1×
  4. Amazon Translate · recommended 1×
  5. huggingface/transformers · recommended 1×
  • CATEGORY QUERY
    How can I integrate high-quality language translation capabilities into my Python application?
    you: not recommended
    AI recommended (in order):
    1. Google Cloud Translation API
    2. DeepL API
    3. Microsoft Translator Text API
    4. Amazon Translate
    5. Hugging Face Transformers (huggingface/transformers)
    6. LibreTranslate (LibreTranslate/LibreTranslate)

    AI recommended 6 alternatives but never named DeepLcom/deepl-python. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What's the best Python library for programmatically translating text using an external service?
    you: not recommended
    AI recommended (in order):
    1. Google Cloud Translation API Client Library for Python
    2. DeepL API Python Library
    3. Microsoft Azure Translator Text API Client Library for Python
    4. Amazon Translate SDK for Python (Boto3)
    5. Hugging Face `transformers` library
    6. `googletrans`
    7. `translate`

    AI recommended 7 alternatives but never named DeepLcom/deepl-python. 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 DeepLcom/deepl-python?
    pass
    AI named DeepLcom/deepl-python explicitly

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

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

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

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DeepLcom/deepl-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