RRepoGEO

REPOGEO REPORT · LITE

itsOwen/CyberScraper-2077

Default branch main · commit bedab04d · scanned 5/27/2026, 4:52:21 PM

GitHub: 3,028 stars · 344 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 itsOwen/CyberScraper-2077, 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 clarify project type and name meaning

    Why:

    CURRENT
    # 🌐 CyberScraper 2077

> Rip data from the net, leaving no trace. Welcome to the future of web scraping.

## 🔍 About

CyberScraper 2077 is not just another web scraping tool – it's a glimpse into the future of data extraction. Born from the neon-lit streets of a cyberpunk world, this AI-powered scraper uses OpenAI, Gemini and LocalLLM Models to slice through the web's defenses, extracting the data you need with unparalleled precision and style.
    COPY-PASTE FIX
    # 🌐 CyberScraper 2077: An AI-Powered Web Scraping Application

CyberScraper 2077 is an advanced web scraping application that leverages OpenAI, Gemini, and local LLMs to intelligently extract data from any website. This tool provides a sleek Streamlit GUI and advanced features like Tor network support and stealth mode, making it the future of data extraction. The '2077' in the name is a stylistic nod to a futuristic vision, not a reference to the game.
  • mediumtopics#2
    Refine topics to emphasize application, GUI, and unique features

    Why:

    CURRENT
    ai-scraping, gemini-api, llm, llm-scraper, openai, scraper, web-scraper, webscraping
    COPY-PASTE FIX
    ai-scraping, llm-web-scraper, web-scraping-tool, gui-scraper, streamlit-app, intelligent-data-extraction, ollama-integration, tor-network-scraping
  • lowhomepage#3
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://github.com/itsOwen/CyberScraper-2077

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 itsOwen/CyberScraper-2077
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 1 of 2 queries
COMPETITOR LEADERBOARD
  1. OpenAI API · recommended 1×
  2. Anthropic Claude · recommended 1×
  3. LlamaIndex · recommended 1×
  4. LangChain · recommended 1×
  5. Google Gemini API · recommended 1×
  • CATEGORY QUERY
    How can I use large language models for intelligent web content extraction?
    you: not recommended
    AI recommended (in order):
    1. OpenAI API
    2. Anthropic Claude
    3. LlamaIndex
    4. LangChain
    5. Google Gemini API
    6. Mistral AI
    7. Beautiful Soup 4

    AI recommended 7 alternatives but never named itsOwen/CyberScraper-2077. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a web scraping tool with a GUI and flexible data export options.
    you: not recommended
    AI recommended (in order):
    1. Octoparse
    2. ParseHub
    3. ScrapeStorm
    4. Web Scraper (Chrome Extension)
    5. Mozenda
    6. Import.io

    AI recommended 6 alternatives but never named itsOwen/CyberScraper-2077. 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 itsOwen/CyberScraper-2077?
    pass
    AI named itsOwen/CyberScraper-2077 explicitly

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

  • If a team adopts itsOwen/CyberScraper-2077 in production, what risks or prerequisites should they evaluate first?
    pass
    AI named itsOwen/CyberScraper-2077 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 itsOwen/CyberScraper-2077 solve, and who is the primary audience?
    pass
    AI named itsOwen/CyberScraper-2077 explicitly

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

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itsOwen/CyberScraper-2077 — 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