RRepoGEO

REPOGEO REPORT · LITE

jokenox/Goopt

Default branch master · commit 58f02528 · scanned 6/5/2026, 11:27:55 PM

GitHub: 519 stars · 37 forks

AI VISIBILITY SCORE
35 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 1 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 jokenox/Goopt, 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
    Make the project's core identity the very first line of the README

    Why:

    CURRENT
    <div align="center">
  

  
 
  
**Search Engine** for a **Procedural Simulation** of the **Web** with **GPT-3**
  
</div>

> **Web 4.0** could be the propitious evolution for the **procedural web**.

Goopt is an experiment in what the "**procedural web**" could be.
    COPY-PASTE FIX
    Goopt is a search engine for a procedural simulation of the web, powered by GPT-3 for generating synthetic content.

<div align="center">
  

  
 
  
**Search Engine** for a **Procedural Simulation** of the **Web** with **GPT-3**
  
</div>

> **Web 4.0** could be the propitious evolution for the **procedural web**.

Goopt is an experiment in what the "**procedural web**" could be.
  • mediumhomepage#2
    Add a homepage URL to the repository's About section

    Why:

    COPY-PASTE FIX
    Add a relevant URL (e.g., a demo, project page, or even the GitHub repo URL itself if no external site exists) to the 'Homepage' field in the repository settings.
  • mediumtopics#3
    Add specific use-case topics to improve category recall

    Why:

    CURRENT
    gpt-3, gpt3, javascript, natural-language-processing, nlp, procedural, procedural-content, procedural-content-generation, procedural-generation, procedural-web, react, reactjs, simulation, simulator, tailwindcss, web, web3
    COPY-PASTE FIX
    gpt-3, gpt3, javascript, natural-language-processing, nlp, procedural, procedural-content, procedural-content-generation, procedural-generation, procedural-web, react, reactjs, simulation, simulator, tailwindcss, web, web3, ai-content-generation, synthetic-web, web-simulation, research-tool

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 jokenox/Goopt
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
OpenAI API
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. OpenAI API · recommended 2×
  2. Playwright · recommended 1×
  3. Faker.js · recommended 1×
  4. GPT-4 · recommended 1×
  5. GPT-3.5 Turbo · recommended 1×
  • CATEGORY QUERY
    How to build a simulated web environment with AI-generated content for testing?
    you: not recommended
    AI recommended (in order):
    1. Playwright
    2. Faker.js
    3. OpenAI API
    4. GPT-4
    5. GPT-3.5 Turbo
    6. Puppeteer
    7. Chance.js
    8. Google Cloud Vertex AI
    9. Generative AI Studio
    10. PaLM 2
    11. Selenium WebDriver
    12. Factory Boy
    13. Bogus
    14. Hugging Face Transformers
    15. GPT-2
    16. Llama 2
    17. Mistral
    18. Cypress
    19. Mock Service Worker (MSW)
    20. Flask
    21. Node.js
    22. Express
    23. Storybook
    24. Storybook Interaction Addon

    AI recommended 24 alternatives but never named jokenox/Goopt. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Tools for creating dynamic, AI-powered synthetic web experiences for research purposes?
    you: not recommended
    AI recommended (in order):
    1. Playwright (microsoft/playwright)
    2. OpenAI API
    3. Hugging Face Transformers (huggingface/transformers)
    4. Streamlit (streamlit/streamlit)
    5. Gradio (gradio-app/gradio)
    6. Puppeteer (puppeteer/puppeteer)
    7. Django (django/django)
    8. Flask (pallets/flask)
    9. React (facebook/react)
    10. Vue.js (vuejs/core)
    11. Jinja2 (pallets/jinja)
    12. Unity
    13. Unreal Engine

    AI recommended 13 alternatives but never named jokenox/Goopt. This is the gap to close.

    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 jokenox/Goopt?
    pass
    AI named jokenox/Goopt explicitly

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

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

    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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jokenox/Goopt — 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