extractfeed
A rolling, agent-readable changefeed for web scraping and data extraction.

Extraction & Parsing

Markdown twin

Adside unifies Meta, Google, and LinkedIn ad libraries into a single scraper pipeline

Apify published a case study on Adside's AdsSpy tool, which scrapes live ads from three ad libraries and processed all 6,055 Y Combinator companies overnight for under $200.

Apify benchmarks Crawl4AI against its own Website Content Crawler on 1,000 Shopify pages

Apify published a benchmark comparing Crawl4AI with its Website Content Crawler across quality, speed, and cost on a dataset of 1,000 Shopify help pages.

Apify blog explains how to scrape Clutch.co and interpret its paid rankings

Apify published a guide on collecting Clutch.co data despite its blocking measures and explains how paid placements skew agency rankings.

Apify blog outlines six methods for collecting AI training data

Apify published a blog post covering six approaches to gathering data for AI model training, along with the trade-offs of each.

Apify blog post walks through building a PDF question-answering pipeline with Python and RAG

Apify published a tutorial on constructing a Python pipeline that uses retrieval-augmented generation to answer questions from PDFs and cite the source page.

Apify blog shows how to build a Dun & Bradstreet data API without an enterprise contract

Apify published a guide on using its platform to create a custom API for Dun & Bradstreet company data, targeting users who want to bypass expensive enterprise agreements.

Apify compares Tavily with its own RAG Web Browser in retrieval benchmark

Apify published a benchmark comparing Tavily and its own RAG Web Browser for retrieval in RAG pipelines.

Apify explains model collapse and how web scraping can prevent it

Apify publishes a blog post detailing the phenomenon of model collapse in AI models and how incorporating real web data can mitigate it.

Apify launches Apartments.com scraper for rental market analysis

Apify released a tool to scrape Apartments.com listings at scale and integrate them with ChatGPT for interactive market reports.

Apify outlines six methods for downloading Instagram images in 2026

Apify published a guide covering six techniques for downloading Instagram images, ranging from a simple browser trick to a two-Actor pipeline for full profile extraction.

Apify publishes tutorial on building a no-code AliExpress price monitor

Apify's blog explains how to use its platform to scrape AliExpress category pages on a schedule and log results into Google Sheets without writing code.

Apify shows how to ground LlamaIndex RAG apps in fresh web data

Apify published a tutorial on scraping websites into LlamaIndex, updating indexes without re-embedding unchanged pages, and preventing partial crawls from deleting existing pages.

Bright Data Blog discusses robot training data from public web video

Bright Data's blog explores the use of publicly available web video as a source of training data for robotic AI systems.

Bright Data publishes guide on Claude Code routines for web data extraction

Bright Data's blog outlines routines for using Claude Code to streamline web data extraction workflows.

Browserless introduces structured data extraction feature

Browserless has announced a new capability for extracting structured data from web pages.

Crawlbase launches LLM citation verification service using its Crawling API

Crawlbase announced a service that uses its Crawling API to fetch cited web pages and verify whether quoted passages actually appear on the page.

Crawlbase publishes comparison of seven Firecrawl alternatives

Crawlbase compares seven Firecrawl alternatives on rendering, anti-bot success, pricing, and MCP support.

Crawlbase Publishes Web Scraping Cookbook with Real-Traffic Performance Data

Crawlbase released a blog post titled 'The Web Scraping Cookbook' that includes success rate, median answer, credit price, browser and country metrics measured on real traffic for 356 sites.

Crawlbase shows how to build a web scraping pipeline with Zapier using async callbacks

Crawlbase published a guide explaining how to split web retrieval from Zapier's execution window by dispatching async crawls with a callback and catching the finished page in a second Zap.

Crawlbase shows how to build an incremental RAG index with its Enterprise Crawler, webhooks, and pgvector

Crawlbase published a blog post detailing a method for incremental RAG indexing that uses scheduled recrawling, content hashing, and selective re-embedding via webhooks and pgvector.

Developer praises Meta's Muse for web scraping

A developer blog post on Hacker News highlights Meta's Muse as an effective tool for web scraping.

Firecrawl announces Universal Scrape feature

Firecrawl has introduced a new scraping capability called Universal Scrape, as detailed in a blog post on their site.

Firecrawl blog post covers Mastra browser logged-in pages

Firecrawl published a blog post about handling logged-in pages with the Mastra browser.

Firecrawl introduces Agentic OCR for structured data extraction from images

Firecrawl has released a new OCR feature that uses AI agents to extract structured data from images and documents.

Firecrawl introduces Anydoc and PDF Inspector for document extraction

Firecrawl announced two new tools, Anydoc and PDF Inspector, aimed at improving document and PDF data extraction.

Firecrawl launches Research Index for life sciences

Firecrawl announced the launch of a Research Index tailored for the life sciences domain.

Firecrawl publishes blog post on prompt injection risks

Firecrawl, a web scraping and data extraction platform, published a blog post discussing the security threat of prompt injection.

Firecrawl publishes case study on 11x's use of its web scraping API for prospect research

Firecrawl's blog details how sales automation startup 11x uses its web scraping API to automate prospect research.

Firecrawl Publishes Government Legal Index

Firecrawl released a blog post introducing a Government Legal Index, a resource likely indexing legal documents or government-related legal data.

Firecrawl releases official ChatGPT plugin

Firecrawl has launched an official ChatGPT plugin, enabling users to extract web data directly through conversational AI.

Google introduces /goto redirect URLs in Search, SerpApi works on resolution

Google is rolling out new /goto redirect URLs across Search, and SerpApi is actively resolving affected links as the implementation evolves.

Google Trends API enters alpha, but limits push developers toward alternatives

Scrapfly's blog post examines the newly released official Google Trends API, its coverage and limitations, and compares it with existing alternatives like pytrends and managed scrapers.

Grundwerk Digital uses Apify to find leads that B2B databases miss

A Berlin outbound agency describes how it relies on Apify to discover and verify prospects that traditional B2B databases do not cover.

Oxylabs publishes guide on scraping Amazon product data

Oxylabs released a blog post detailing methods for extracting product information from Amazon.

Oxylabs publishes guide on semantic chunking for data extraction

Oxylabs released a blog post explaining semantic chunking, a technique for splitting text into meaningful segments to improve data extraction and parsing.

ParseForge hits 2,000 Actors, doubling its 2027 target a year early

Apify reports that ParseForge, a team of four, has built 2,000 Actors on its platform, far surpassing its original goal of 1,000 by 2027, with its Actor Factory now producing a new Actor in about an hour.

Scrapfly compares 7 e-commerce product data APIs for 2026

Scrapfly published a blog post comparing seven e-commerce product data APIs by access model, covering storefront catalogs, marketplace listings, and seller-only operations feeds.

Scrapfly compares eight financial data APIs for developers

Scrapfly published a comparison of eight financial data APIs covering workload, delivery method, history depth, entitlement, and redistribution licensing.

Scrapfly compares eight social media data APIs for developers

Scrapfly published a blog post reviewing eight official social media APIs covering posts, video, communities, research, professional data, and federated networks.

Scrapfly compares four surviving X/Twitter scrapers on GitHub

Scrapfly published a comparison of four X scraper repositories that still work in 2026, evaluating them on coverage, account requirements, maintenance, and infrastructure burden.

Scrapfly compares HtmlAgilityPack and AngleSharp for C# HTML parsing

Scrapfly published a fixture-based comparison of HtmlAgilityPack and AngleSharp, covering XPath versus CSS selectors, malformed markup handling, and DOM behavior.

Scrapfly compares seven XPath and CSS selector tools for web scraping

A new blog post from Scrapfly evaluates seven tools for testing, generating, and debugging XPath and CSS selectors in web scraping workflows.

Scrapfly compares six local business data APIs for developers

Scrapfly published a blog post benchmarking six local business data APIs by data model and access methods.

Scrapfly compares six real estate data APIs for developers

Scrapfly published a guide evaluating six real estate data APIs across property listings, valuations, parcels, zoning, and neighborhood scores, with advice on when to scrape public portals instead.

Scrapfly explains how to persist sessions across Scrapy requests

Scrapfly published a blog post detailing techniques for maintaining session state in Scrapy, including cookie jar isolation, JOBDIR resume, and Playwright authentication across restarts.

Scrapfly publishes 2026 guide to e-commerce scraping tools

Scrapfly's blog post surveys nine e-commerce scraping tools for developers, covering retrieval, extraction, browser automation, and discovery layers.

Scrapfly publishes diagnostic guide for browser fingerprint testing tools

Scrapfly released a layer-by-layer guide covering fingerprint and bot detection tools, explaining what detectable results mean and how to fix each leak.

Scrapfly publishes guide on scraping Airbnb listings and prices

Scrapfly released a blog post detailing how to scrape Airbnb search results, listing details, prices, reviews, and availability using Python and its own scraping platform.

Scrapfly publishes guide on scraping DHL tracking data

Scrapfly released a blog post detailing how to extract DHL parcel tracking status and shipment events using Python, including XHR analysis and API usage.

Scrapfly publishes guide on scraping Google Play app reviews and metadata with Python

Scrapfly released a tutorial showing how to extract full Google Play app reviews, ratings, and metadata using Python, bypassing the typical few-hundred-review limit of free libraries.

Scrapfly publishes guide on scraping Lowe's product data and bypassing Akamai

Scrapfly released a blog post detailing how to scrape Lowe's product, price, search, and store location data using embedded page state and their maintained Python scraper.

Scrapfly publishes guide on scraping Marriott hotel data through Akamai defenses

Scrapfly released a tutorial covering how to extract Marriott hotel prices and availability using Python, including bypassing Akamai bot protection.

Scrapfly publishes guide on scraping Pinterest with Python

Scrapfly released a blog post tutorial explaining how to scrape Pinterest data including pins, boards, profiles, and images using Python and the platform's hidden resource API.

Scrapfly publishes guide on scraping RS-Online for product data

Scrapfly released a tutorial on extracting pricing, stock, specifications, and datasheet links from RS-Online's North American listings and product pages.

Scrapfly publishes guide on scraping Shopify storefronts using products.json and JSON-LD

Scrapfly released a blog post detailing techniques for scraping Shopify stores, covering endpoints like products.json, JSON-LD structured data, response classification, and fallback strategies.

Scrapfly Publishes Guide to Scraping DigiKey Data Past Cloudflare

Scrapfly's blog post details how to scrape DigiKey pricing, stock, and parametric specs while navigating its Cloudflare challenge, and compares this approach to using the official API v4.

Scrapfly publishes guide to scraping Kayak flight data with its SDK

Scrapfly released a blog post walking through the process of scraping Kayak flight search results using its own SDK, covering JavaScript rendering and parsing internal poll JSON.

Scrapfly publishes guide to scraping Target.com via Redsky API and bypassing PerimeterX

Scrapfly released a blog post detailing how to extract product and pricing data from Target.com using the internal Redsky API while handling store-keyed prices and PerimeterX anti-bot defenses.

Scrapfly publishes practical guide on Selenium proxy configuration

Scrapfly released a technical walkthrough covering proxy authentication, rotation, and residential proxies in Python Selenium, including workarounds for Chrome credential dropping.

Scrapfly publishes practical guide to scraping Goodreads with Python

Scrapfly released a tutorial covering techniques for extracting book data, ratings, and reviews from Goodreads using JSON-LD, Next.js Apollo state, and CSS selectors.

Scrapfly publishes tutorial on scraping Capterra reviews with anti-bot bypass techniques

Scrapfly released a blog post showing how to scrape Capterra software reviews using Python, its own scraping API, and Cloudflare bypass features.

Scrapfly publishes tutorial on scraping Goibibo hotel and flight prices

Scrapfly released a blog post demonstrating how to scrape Goibibo hotel and flight prices using Python, their own ASP solution, India geo-targeting, and browser sessions.

Scrapfly publishes tutorial on scraping Google Jobs with Python

Scrapfly released a blog post showing how to scrape Google Jobs listings using Python and its own scraping platform.

Scrapfly publishes tutorial on scraping news articles with Python

Scrapfly released a blog post teaching how to extract headlines, authors, dates, and bodies from news sites using Newspaper4k, RSS, sitemaps, and techniques for handling JavaScript rendering and anti-bot systems.

Scrapfly publishes tutorial on scraping Skyscanner flight prices with Python

Scrapfly released a blog post showing how to extract flight data from Skyscanner by constructing deep-link URLs and capturing itinerary JSON from the rendered page.

Scrapfly ranks 7 lead scraping tools for 2026

Scrapfly published a ranked list of seven lead scraping tools covering no-code extensions and production APIs, with honest assessments of each tool's limitations.

Scrapfly ranks six open-source Instagram scrapers with notes on auth and ban risk

Scrapfly published a comparison of six open-source Instagram scrapers for 2026, covering auth models, ban risk, and maintenance status.

ScrapingBee argues for cascade approach to e-commerce scraping, calling LLM last

A ScrapingBee blog post advocates for a cascade strategy that uses local extraction methods before resorting to a language model for zero-shot e-commerce scraping.

ScrapingBee blog post explores web hydration as a lighter alternative to full browser rendering for dynamic content

A ScrapingBee blog post recaps a talk from OxyCon 2026 that argues many scraping tasks requiring JavaScript can be handled by executing only the necessary scripts and building the DOM, without launching a full browser.

ScrapingBee compares eight top Python web scraping tools for 2026

ScrapingBee published a guide comparing eight Python web scraping tools, covering parsers, browser automation, crawling, proxies, and full-stack scraping services.

ScrapingBee compares top 11 RAG frameworks in 2026 guide

ScrapingBee published a blog post comparing 11 retrieval-augmented generation frameworks, covering their versions and capabilities for document loading, splitting, indexing, and retrieval.

ScrapingBee explains CAPTCHA solvers and when to avoid them

ScrapingBee published an article defining CAPTCHA solvers, how they automate challenge responses, and when developers should skip them in scraping workflows.

ScrapingBee explains how to decode Google's new /goto redirect URLs

ScrapingBee published a guide on handling Google's /goto redirect URLs and the opaque CAES tokens they carry in search results.

ScrapingBee explores how local deep research agents break on web retrieval

ScrapingBee published a blog post examining the failure points in retrieval stages of open-source deep research systems like Local Deep Research, gpt-researcher, and LangChain agents.

ScrapingBee launches Agentic Employee Search API for natural-language profile discovery

ScrapingBee has released an Agentic Employee Search API that accepts natural-language queries to find relevant employee profiles, eliminating the need for manual filtering or complex search parameters.

ScrapingBee launches dedicated Shopee scraping API

ScrapingBee has introduced a new API endpoint that extracts structured product data from Shopee pages, handling rendering, anti-bot measures, and parsing on behalf of the user.

ScrapingBee publishes guide on building Python flight scrapers in 2026

ScrapingBee released a blog post outlining four methods for building a Python flight scraper, recommending a managed scraping API to bypass anti-bot measures.

ScrapingBee publishes guide on bypassing CAPTCHA with Selenium in Ruby

ScrapingBee released a tutorial explaining how to avoid triggering CAPTCHAs when using Selenium in Ruby by reducing automation signals and using better IPs.

ScrapingBee publishes guide on scraping Immoscout24.ch with anti-bot and legal warnings

ScrapingBee's blog post explains how to scrape Swiss real estate portal Immoscout24.ch, noting its internal JSON API, CAPTCHA protections, and terms of service that forbid automated access.

ScrapingBee publishes guide on scraping TCGplayer, highlighting ToS restrictions and JavaScript challenges

ScrapingBee's blog post explains how to scrape TCGplayer while noting the site's Terms of Service discourage scraping and that JavaScript rendering complicates simple requests.

ScrapingBee publishes guide on scraping Uber Eats data with legal and technical caveats

ScrapingBee released a tutorial covering how to extract public menu items and prices from Uber Eats, noting the platform's JavaScript rendering and terms of service restrictions.

ScrapingBee publishes guide on scraping website text for LLM training

ScrapingBee released a tutorial covering how to extract all text from a website for use in LLM training pipelines.

ScrapingBee publishes tutorial on building a job aggregator scraping pipeline

ScrapingBee released a blog post walking through the full pipeline for a job aggregator, from sourcing and normalizing to deduplication and freshness management.

ScrapingBee publishes tutorial on combining Playwright with Tesseract.js for OCR-based web scraping

ScrapingBee released a tutorial showing how to use Playwright and Tesseract.js in Node.js to extract text from webpage screenshots via OCR and convert it to structured JSON.

ScrapingBee publishes tutorial on computer vision web scraping with Playwright and YOLO

ScrapingBee released a tutorial demonstrating how to use Playwright, a UI-trained YOLO model, and OCR to scrape data from web pages based on visual rendering rather than HTML markup.

ScrapingBee publishes tutorial on scraping Algolia via its hidden API

ScrapingBee released a guide explaining how to scrape Algolia search results by targeting the search endpoint directly instead of parsing HTML.

ScrapingBee publishes tutorial on self-reviewing LLM code generation loops for web extraction

ScrapingBee published a blog post walking through the implementation of a self-reviewing code generation loop where an LLM writes extraction code, runs it against real HTML, checks the output, and revises the code on failure.

Scrapingdog publishes guide on scraping Apple App Store search results with Python

Scrapingdog released a tutorial showing how to scrape Apple App Store search results, including app rankings, ratings, and developer data, using Python and its own scraping API.

SerpApi launches Airbnb Search API for rental listing data

SerpApi announced a new Airbnb Search API endpoint that returns listing names, review counts, badges, and prices from a single request.

SerpApi launches Extract API for fetching and parsing any web page

SerpApi introduced the Extract API, a service that converts any public web page into structured JSON or Markdown for use in applications, AI agents, or automation workflows.

SerpApi publishes benchmark comparing markdown search results across four extraction APIs

SerpApi ran three identical queries through SerpApi, Tavily, Exa, and Firecrawl and compared markdown output location, token cost, and downstream model answer quality.

SerpApi publishes case study on lead generation company scaling outreach with Google Maps API

SerpApi released a case study detailing how a lead generation company used its Google Maps API to scale lead discovery.

SerpApi publishes guide for scraping Zillow listings

SerpApi released a tutorial showing how to scrape Zillow real estate listings using its API with multiple programming languages.

SerpApi publishes guide on converting JSON to Markdown to cut AI SEO analysis token costs by 90%

SerpApi published a blog post detailing how converting JSON data to Markdown can reduce token consumption in AI SEO analysis pipelines by up to 90%.

SerpApi publishes guide on parsing Google Search date and time formats

SerpApi released a blog post detailing how to parse the various absolute and relative date and time formats used in Google Search results.

SerpApi publishes guide on scraping eBay Seller API for structured product and feedback data

SerpApi released a blog post showing how to use the eBay Seller API to extract product catalogs, feedback, and promotions as clean JSON.

SerpApi publishes guide on scraping Google Flights data

SerpApi released a blog post explaining how to use its API to extract flight prices, routes, airlines, layovers, and price insights from Google Flights as JSON or Markdown.

SerpApi publishes guide on scraping Google Play Store data

SerpApi released a blog post explaining how to use its API to extract Google Play Store search results, home pages, and app listings as structured JSON or Markdown.

SerpApi publishes guide on scraping Walmart product reviews with its dedicated API

SerpApi released a tutorial showing how to use its Walmart Product Reviews API to extract ratings, review text, feedback counts, and reviewer details in structured JSON and export to CSV.

SerpApi publishes guide on scraping YouTube channel data

SerpApi released a blog post demonstrating how to use its API to extract YouTube channel metrics for competitor research and content strategy.

SerpApi publishes roundup of best web scraping tools for 2026

SerpApi has published a guide covering popular web scraping tools, from open-source frameworks like Scrapy and Crawlee to commercial scraping platforms and search APIs.

SerpApi publishes tutorial on building a remote job finder with OpenAI's Decisions API

SerpApi released a blog post demonstrating how to combine its search API with OpenAI's Decisions API to filter remote job listings based on user preferences.

SerpApi reports 97.6% accuracy on SimpleQA Verified benchmark

SerpApi published a blog post detailing its 97.6% accuracy score on the SimpleQA Verified benchmark using Google search data and its Extract API.

SerpApi shows how to analyze App Store reviews with local LLMs

SerpApi published a blog post demonstrating how to use local language models alongside its API to categorize and analyze competitor app reviews from the Apple App Store.

SerpApi shows how to pack more web search data into local LLMs with Markdown output and JSON Restrictor

SerpApi published a blog post demonstrating how its Markdown output and JSON Restrictor can increase the amount of web search data fed into local LLMs within a fixed context window, tested on four models in LM Studio.

Zenrows blog walks through scraping 2026 FIFA World Cup data across three access patterns

Zenrows published a tutorial demonstrating how to scrape 2026 FIFA World Cup data from a JSON endpoint behind JavaScript, an API with per-session JWT, and server-rendered HTML using Python and its own scraping API.

Zenrows compares 7 real estate data providers in 2026 guide

Zenrows published a blog post comparing ATTOM, Cotality, CoStar, RentCast, Datafiniti, PropertyData, and Zenrows on data depth, coverage, refresh, delivery, formats, and pricing.

Zenrows launches Crawl, a web crawler API that follows links and returns URLs and HTML

Zenrows introduces Crawl, a web crawler API that takes a public URL, follows links to a user-specified depth, and returns all discovered URLs along with optional HTML content.

Zenrows plugin for Dify adds Fetch, Extract, and Batch tools

Zenrows published a blog post announcing its official plugin for Dify, which adds Fetch, Extract, and Batch capabilities to the platform's tool picker.

Zenrows publishes practical guide on web data for LLM fine-tuning

Zenrows outlines how to source clean web data for LLM fine-tuning, warning that a single bad extraction can measurably degrade a small seed set.

Zenrows publishes tutorial on scraping Indeed job listings with Python

Zenrows released a blog post detailing a Python scraper for Indeed that collects job search results, descriptions, and structured salary data, tested in October 2026.

Zyte API adds Markdown extraction mode for AI and RAG pipelines

Zyte announced a new extraction mode in its API that converts web page main content directly into clean, structured Markdown.

Zyte blog details Scrapy pipeline that uses AI to detect when scraped data stops looking real

Zyte published a blog post describing a Scrapy pipeline that uses a fast, calibrated AI model to check each scraped field for realism and halt the crawl when too many fields fail the check.

Zyte blog post explores rendering JavaScript pages with Playwright and Scrapy

Zyte published a guide on using Playwright to render dynamic content within a Scrapy workflow.

Zyte compares 7 methods for converting websites to Markdown for AI pipelines

Zyte published a blog post comparing seven approaches to converting web pages into Markdown, covering their strengths and weaknesses for training, RAG, and agent use cases.

Zyte Explores Jev, a Model That Cannot Write a Word, and Its Place in Web Scraping

Zyte's blog examines Jev by TypeFace AI, a model that cannot generate strings, and considers its potential role in a scraping pipeline.

Zyte recaps five key themes from Extract Summit 2026 Austin

Zyte published a blog post summarizing five takeaways from the Extract Summit 2026 in Austin, focusing on AI's role in web scraping and the enduring importance of data quality, provenance, self-repair, access, and responsibility.

Zyte study finds JavaScript renders 40.6% of top sites invisible to plain HTTP requests

A new analysis from Zyte reveals that nearly half of the top websites require JavaScript execution to render their content, making them inaccessible to simple HTTP scrapers.

Zyte tests Claude Fable 5.1 and GLM-5.3-Flash in a live extraction benchmark

Zyte published a personal benchmark comparing Claude Fable 5.1 and GLM-5.3-Flash on real extraction tasks, revealing that the GLM model matched a model the author had previously encountered.