RRepoGEO

REPOGEO REPORT · LITE

oxylabs/oxylabs-ai-studio-py

Default branch main · commit e721fe2f · scanned 5/24/2026, 7:41:46 AM

GitHub: 2,903 stars · 27 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 oxylabs/oxylabs-ai-studio-py, 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 natural language prompts

    Why:

    CURRENT
    A simple Python SDK for seamlessly interacting with Oxylabs AI Studio API services, including AI-Scraper, AI-Crawler, AI-Browser-Agent and other data extraction tools.
    COPY-PASTE FIX
    A simple Python SDK for seamlessly interacting with Oxylabs AI Studio API services, enabling AI-powered web data gathering, scraping, and crawling using natural language prompts. Equip your LLM agents with fresh, structured data from any website.
  • mediumtopics#2
    Add more specific topics for LLM agent integration and real-time data

    Why:

    CURRENT
    ai-crawler, ai-scraper, ai-scraping, ai-search, ai-tools, ai-web-scraper, proxy-scraper, python-ai, web-scraping, web-scraping-ai, web-scraping-api, web-scraping-python
    COPY-PASTE FIX
    ai-crawler, ai-scraper, ai-scraping, ai-search, ai-tools, ai-web-scraper, proxy-scraper, python-ai, web-scraping, web-scraping-ai, web-scraping-api, web-scraping-python, llm-agents, real-time-data, data-extraction-api, natural-language-scraping, browser-automation
  • lowreadme#3
    Add a 'Key Features' section to highlight unique differentiators

    Why:

    COPY-PASTE FIX
    ## Key Features

- **AI-Powered Web Data Gathering:** Leverage advanced AI models for intelligent scraping, crawling, and browser automation.
- **Natural Language Prompts:** Extract structured data from any website using simple, human-like instructions.
- **LLM Agent Integration:** Seamlessly equip your Large Language Models with fresh, real-time web data.
- **Proprietary Oxylabs API:** Built on Oxylabs' robust and scalable AI Studio API for reliable performance.

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 oxylabs/oxylabs-ai-studio-py
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Playwright
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Playwright · recommended 2×
  2. Selenium · recommended 2×
  3. ScrapeGraphAI · recommended 1×
  4. LlamaIndex · recommended 1×
  5. BeautifulSoup · recommended 1×
  • CATEGORY QUERY
    How to scrape website data using natural language prompts with a Python SDK?
    you: not recommended
    AI recommended (in order):
    1. ScrapeGraphAI
    2. LlamaIndex
    3. Playwright
    4. BeautifulSoup
    5. LangChain
    6. OpenAI Function Calling
    7. Autogen
    8. Selenium
    9. openai Python SDK
    10. anthropic Python SDK

    AI recommended 10 alternatives but never named oxylabs/oxylabs-ai-studio-py. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools enable LLM agents to gather real-time web data programmatically?
    you: not recommended
    AI recommended (in order):
    1. Beautiful Soup 4
    2. Requests
    3. HTTPX
    4. Playwright
    5. Selenium
    6. Scrapy
    7. SerpApi
    8. Bright Data SERP API
    9. Oxylabs SERP API
    10. Apify
    11. Requests-HTML

    AI recommended 11 alternatives but never named oxylabs/oxylabs-ai-studio-py. 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 oxylabs/oxylabs-ai-studio-py?
    pass
    AI did not name oxylabs/oxylabs-ai-studio-py — 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 oxylabs/oxylabs-ai-studio-py in production, what risks or prerequisites should they evaluate first?
    pass
    AI named oxylabs/oxylabs-ai-studio-py 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 oxylabs/oxylabs-ai-studio-py solve, and who is the primary audience?
    pass
    AI did not name oxylabs/oxylabs-ai-studio-py — 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?

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oxylabs/oxylabs-ai-studio-py — 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