RRepoGEO

REPOGEO REPORT · LITE

unipds-engenharia-de-ia-aplicada/engenharia-de-software-com-ia-aplicada

Default branch main · commit 8666c403 · scanned 5/31/2026, 2:03:16 PM

GitHub: 855 stars · 428 forks

AI VISIBILITY SCORE
27 /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
1 / 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 unipds-engenharia-de-ia-aplicada/engenharia-de-software-com-ia-aplicada, 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's opening to clarify it's a post-graduation course

    Why:

    CURRENT
    # Engenharia de Software com IA Aplicada

Abaixo são as referências e links complementares às aulas, dividido por módulos e submodulos:
    COPY-PASTE FIX
    # Engenharia de Software com IA Aplicada

Este repositório contém os códigos, referências e materiais complementares da Pós-Graduação em Engenharia de Software com IA Aplicada da UNIPDS, estruturados por módulos e submódulos.
  • mediumtopics#2
    Add topics to specify educational and software engineering focus

    Why:

    CURRENT
    ai, javascript, langchain-js, typescript
    COPY-PASTE FIX
    ai, javascript, langchain-js, typescript, software-engineering, applied-ai, post-graduation, course-materials, education
  • lowlicense#3
    Clarify the existing license in the README

    Why:

    COPY-PASTE FIX
    Adicione uma seção ao README, por exemplo: "## Licença\nEste projeto está licenciado sob [Nome da Licença(s) ou descrição breve]. Consulte o arquivo `LICENSE` para detalhes."

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 unipds-engenharia-de-ia-aplicada/engenharia-de-software-com-ia-aplicada
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
tensorflow/tfjs
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. tensorflow/tfjs · recommended 1×
  2. Google's Machine Learning Crash Course · recommended 1×
  3. Deep Learning with JavaScript · recommended 1×
  4. Kaggle Learn · recommended 1×
  5. freeCodeCamp Machine Learning Curriculum · recommended 1×
  • CATEGORY QUERY
    Where can I find resources to learn machine learning and deep learning for web developers?
    you: not recommended
    AI recommended (in order):
    1. TensorFlow.js (tensorflow/tfjs)
    2. Google's Machine Learning Crash Course
    3. Deep Learning with JavaScript
    4. Kaggle Learn
    5. freeCodeCamp Machine Learning Curriculum
    6. Udemy
    7. Coursera

    AI recommended 7 alternatives but never named unipds-engenharia-de-ia-aplicada/engenharia-de-software-com-ia-aplicada. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How to integrate large language models into software applications using JavaScript?
    you: not recommended
    AI recommended (in order):
    1. OpenAI API (openai/openai-node)
    2. Google AI Studio / Gemini API (google/generative-ai-js)
    3. Anthropic Claude API (anthropics/anthropic-sdk-javascript)
    4. Hugging Face Transformers.js (xenova/transformers.js)
    5. LangChain.js (langchain-ai/langchainjs)
    6. LlamaIndex.js (run-llama/llama_index)

    AI recommended 6 alternatives but never named unipds-engenharia-de-ia-aplicada/engenharia-de-software-com-ia-aplicada. 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 unipds-engenharia-de-ia-aplicada/engenharia-de-software-com-ia-aplicada?
    pass
    AI did not name unipds-engenharia-de-ia-aplicada/engenharia-de-software-com-ia-aplicada — 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 unipds-engenharia-de-ia-aplicada/engenharia-de-software-com-ia-aplicada in production, what risks or prerequisites should they evaluate first?
    pass
    AI named unipds-engenharia-de-ia-aplicada/engenharia-de-software-com-ia-aplicada 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 unipds-engenharia-de-ia-aplicada/engenharia-de-software-com-ia-aplicada solve, and who is the primary audience?
    pass
    AI did not name unipds-engenharia-de-ia-aplicada/engenharia-de-software-com-ia-aplicada — 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?

Embed your GEO score

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unipds-engenharia-de-ia-aplicada/engenharia-de-software-com-ia-aplicada — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

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  • Brand-free category queries5 vs 2 in Lite
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