RRepoGEO

REPOGEO REPORT · LITE

oxylabs/chatgpt-scraper

Default branch main · commit 0789fbca · scanned 5/22/2026, 6:02:36 AM

GitHub: 2,953 stars · 12 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
28 /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
2 / 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/chatgpt-scraper, 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 paragraph to clarify scraping focus

    Why:

    CURRENT
    The ChatGPT Scraper by Oxylabs allows you to send prompts to ChatGPT and automatically collect both conversational responses and structured metadata.
    COPY-PASTE FIX
    The ChatGPT Scraper by Oxylabs allows you to programmatically *scrape* the ChatGPT web interface to collect conversational responses and structured metadata. Unlike direct API access, this tool handles proxies, browsers, and anti-bot systems, providing parsed JSON output from the UI.
  • highlicense#2
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Add a LICENSE file (e.g., Apache-2.0) to the repository root to clearly state the terms of use for the project.
  • mediumtopics#3
    Expand repository topics to include broader scraping terms

    Why:

    CURRENT
    chatgpt, chatgpt-api, chatgpt-free, chatgpt-scraper, llm-scraper, openai-chatgpt, proxy-scraper
    COPY-PASTE FIX
    chatgpt, chatgpt-api, chatgpt-free, chatgpt-scraper, llm-scraper, openai-chatgpt, proxy-scraper, web-scraping, data-extraction, headless-browser

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/chatgpt-scraper
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
openai
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. openai · recommended 1×
  2. anthropic · recommended 1×
  3. google-cloud-aiplatform · recommended 1×
  4. transformers · recommended 1×
  5. LangChain · recommended 1×
  • CATEGORY QUERY
    How can I programmatically collect responses from AI chat models for analysis?
    you: not recommended
    AI recommended (in order):
    1. openai
    2. anthropic
    3. google-cloud-aiplatform
    4. transformers
    5. LangChain
    6. azure-openai

    AI recommended 6 alternatives but never named oxylabs/chatgpt-scraper. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Tool to scrape conversational AI outputs and get parsed JSON without managing infrastructure?
    you: not recommended
    AI recommended (in order):
    1. Apify
    2. ScrapingBee
    3. Bright Data (Scraping Browser)
    4. Zyte (Splash) (zytedata/splash)
    5. Dataflow Kit

    AI recommended 5 alternatives but never named oxylabs/chatgpt-scraper. 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/chatgpt-scraper?
    pass
    AI did not name oxylabs/chatgpt-scraper — 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/chatgpt-scraper in production, what risks or prerequisites should they evaluate first?
    pass
    AI named oxylabs/chatgpt-scraper 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/chatgpt-scraper solve, and who is the primary audience?
    pass
    AI named oxylabs/chatgpt-scraper explicitly

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

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oxylabs/chatgpt-scraper — 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