RRepoGEO

REPOGEO REPORT · LITE

oxylabs/ai-crawler-py

Default branch main · commit 0694e874 · scanned 5/18/2026, 6:22:41 PM

GitHub: 2,939 stars · 11 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

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 oxylabs/ai-crawler-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
  • highlicense#1
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Create a LICENSE file in the repository root with the chosen open-source license (e.g., MIT, Apache-2.0).
  • highreadme#2
    Clarify the AI-Crawler's nature as a managed API service in the README intro

    Why:

    CURRENT
    The **AI-Crawler** is an experimental data extraction app by **Oxylabs AI Studio** that uses advanced AI algorithms to crawl a given domain. It identifies relevant pages based on a natural language prompt and extracts structured **JSON** or **Markdown** output data. This low-code tool is designed to simplify complex data acquisition tasks, allowing developers and data scientists to focus on analysis rather than building and maintaining custom web scrapers.
    COPY-PASTE FIX
    The **AI-Crawler** is a Python client for an experimental, managed data extraction API by **Oxylabs AI Studio**. It uses advanced AI algorithms to crawl a given domain, identify relevant pages based on a natural language prompt, and extract structured **JSON** or **Markdown** output data. This low-code, API-driven tool simplifies complex data acquisition tasks, allowing developers and data scientists to focus on analysis rather than building and maintaining custom web scrapers.
  • mediumtopics#3
    Add 'managed-service' and 'api-client' to repository topics

    Why:

    CURRENT
    ai, ai-agents, ai-crawler, ai-scraping, ai-studio, ai-web-crawler, crawl-agent, web-crawler
    COPY-PASTE FIX
    ai, ai-agents, ai-crawler, ai-scraping, ai-studio, ai-web-crawler, crawl-agent, web-crawler, managed-service, api-client

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/ai-crawler-py
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
ParseHub
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. ParseHub · recommended 2×
  2. GPT-4 (or GPT-3.5 Turbo) with Function Calling · recommended 1×
  3. OpenAI Assistants API · recommended 1×
  4. LangChain · recommended 1×
  5. PromptLayer · recommended 1×
  • CATEGORY QUERY
    How can I extract structured data from websites using AI and natural language prompts?
    you: not recommended
    AI recommended (in order):
    1. GPT-4 (or GPT-3.5 Turbo) with Function Calling
    2. OpenAI Assistants API
    3. LangChain
    4. PromptLayer
    5. ParseHub
    6. ScrapeGraphAI
    7. Hugging Face Transformers

    AI recommended 7 alternatives but never named oxylabs/ai-crawler-py. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best AI tools for web scraping and automating data extraction tasks?
    you: not recommended
    AI recommended (in order):
    1. Scrapy
    2. Beautiful Soup
    3. Puppeteer / Playwright
    4. Apify
    5. Octoparse
    6. ParseHub
    7. Zyte

    AI recommended 7 alternatives but never named oxylabs/ai-crawler-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
    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 oxylabs/ai-crawler-py?
    pass
    AI named oxylabs/ai-crawler-py explicitly

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

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

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

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