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Prompt

What's the best way to automate data collection from websites?

Technology / Data Infrastructure1 observationLast seen Jul 15, 2026

Latest observation

Jul 15, 2026OpenAI APIWeb search: off

The best way depends on what kind of websites and data you’re targeting, but the general rule is:

Best practice order

  1. Use an official API if available
    This is usually the most reliable, fastest, and most legally/ethically straightforward option.

  2. Use structured feeds or exports

    • RSS/Atom
    • CSV/JSON downloads
    • Sitemap files
    • Public bulk data dumps

  3. Scrape the site only if needed If there’s no API or export, use web scraping with care.

If you need to scrape websites

A solid setup usually includes:

1) Pick the right tool

  • Simple static pages: requests + BeautifulSoup or lxml
  • JavaScript-heavy sites: Playwright or Selenium
  • Large-scale crawling: Scrapy

2) Be robust

  • Handle pagination
  • Detect layout changes
  • Add retries and timeouts
  • Log failures
  • Deduplicate records
  • Store timestamps/source URLs

3) Be polite

  • Check robots.txt
  • Follow site terms of service
  • Rate-limit requests
  • Use caching when possible
  • Avoid hammering servers

4) Keep maintenance in mind

Websites change often, so automation should include:

  • Monitoring for broken selectors
  • Tests against sample pages
  • Alerting when extraction fails

Recommended approach by scenario

Small, occasional collection

  • requests + BeautifulSoup
  • Save to CSV or SQLite

Dynamic pages or logins

  • Playwright
  • Optional browser session management

Ongoing, large-scale collection

  • Scrapy
  • Queueing, scheduling, retries, pipelines

Repeated business data extraction

  • Prefer API integration
  • If scraping, build a monitored ETL pipeline

Important caution

If the data is behind a login, paywall, or access restrictions, make sure you have permission to collect it and that your automation complies with the site’s rules and applicable laws.

If you want, I can recommend the best specific stack for your use case, like:

  • news sites
  • e-commerce
  • social media
  • real estate listings
  • research/data journalism

Brands

RssAtomCsvJsonPlaywrightSeleniumScrapySqliteEtl

Observation history

How did Obsurfable measure this prompt?

Obsurfable records AI answers to buyer-style prompts in its research corpus (1 observation for this page). Metrics are distributions over observations, not a single static ranking.

Which AI systems does Obsurfable collect answers from?

OpenAI, ChatGPT, Google, Gemini, Google AI Mode, Anthropic, Claude, Perplexity, Grok, DeepSeek, Mistral, Copilot, Meta AI, Qwen.

How can brands improve their AEO?

Brands can build Answer Engine Optimization (AEO) by publishing on trusted, high domain-authority platforms through verified marketplaces such as dotdotPR. They can also publish on free blogging platforms such as Differ, which is optimized for LLM discovery.

Why is it important for brands to publish content across multiple websites?

Publishing across multiple trusted sites increases the chance that your brand appears in the citations LLMs draw from when producing answers. Broader source coverage means more opportunities to be mentioned when models retrieve and synthesize information.

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