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Most Popular Articles

Scrapeless n8n Integration v0.5.4: AI Scraper Workflows
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Scrapeless n8n AI Scraper workflow connecting seven AI answer engines to structured automation outputs.
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Playwright + Scrapeless Scraping Browser: Capture and Replay a Hidden GraphQL API

Read a site's hidden GraphQL POST straight from the wire instead of parsing rendered HTML, verified live with Playwright, raw CDP, and a browserless replay.

Isabella GarciaIsabella Garcia
05-Aug-2026
Dark-glass browser window streaming a glowing teal GraphQL query and JSON response along a single network wire toward a minimal API node

Ollama Vision Web Scraping: Read a Screenshot With a Local Model

A local vision model reads a real browser screenshot with no cloud key — honest results included, even where it breaks.

Olivia PatelOlivia Patel
05-Aug-2026
Dark 3D tech scene: a local terminal with a llama icon beside a glowing cyan eye reading a browser screenshot of a landscape photo, next to glassy data cubes

Scraping PDFs With Python: From Link Discovery to Extracted Tables

A PDF fetched as text arrived 67% larger, still started with %PDF-, still opened, and could not be read. Here is the pipeline that works.

Isabella GarciaIsabella Garcia
05-Aug-2026
A page of document links flowing through a stack of blank document sheets into a grid of extracted table rows

Validating Scraped Data With Pydantic: Catch the Bugs Your Selectors Hide

Twenty scraped records passed validation with a silently wrong field. Here is the one-line habit that catches it.

Alex JohnsonAlex Johnson
05-Aug-2026
Ragged raw text fragments passing through a validation gate into clean typed record cards, with malformed fragments deflected into a rejects tray

Blocking Resources in Playwright: What It Actually Saves

The same block list saved two-thirds of one page and 279 bytes of another. Here is how to measure which one you have.

Ava WilsonAva Wilson
05-Aug-2026
Request lanes entering a browser where image and font lanes are stopped at a gate while document and script lanes pass through

Scraping Next.js Sites: Read the React Server Component Payload

The App Router does not emit __NEXT_DATA__. Here is the format it does emit, and how to parse it with the standard library.

Emily ChenEmily Chen
05-Aug-2026
An HTML document splitting into streamed payload chunks that merge and resolve into a panel of structured data rows

Datacenter Proxies for Browser Automation: Speed, Cost and Detection Trade-offs

Choose datacenter proxies by completed browser jobs, session consistency, target acceptance, and cost per accepted session—not proxy ping alone.

James ThompsonJames Thompson
04-Aug-2026
Datacenter proxies for browser automation compared by speed, cost and detection trade-offs

How to Build a Marketing Intelligence Pipeline With Web Data and AI

Build an evidence-first loop for competitor offers, customer language, campaign messages, search visibility, alerts, and weekly decisions.

Isabella GarciaIsabella Garcia
04-Aug-2026
Marketing intelligence pipeline connecting public web data, AI analysis, alerts and weekly reports
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