The webstractor.com journal
Guides for people who build with agents
Practical notes on public web extraction, focused search, and giving AI systems source-linked context without the surrounding noise.
How to scrape data from Amazon in 2026
How to extract public Amazon product and search data for AI applications in 2026 using one cacheable GET request.
Read guideHow to scrape data from App Store in 2026
How to extract public Apple App Store app metadata for AI agents and product pipelines in 2026.
Read guideHow to scrape data from Bluesky in 2026
How to extract public Bluesky profiles and posts for AI agents and data pipelines in 2026.
Read guideHow to scrape data from Google News in 2026
How to extract public Google News searches, topics, and top stories for AI agents and RAG pipelines in 2026.
Read guideHow to scrape data from Google Play in 2026
How to extract public Google Play app metadata for AI agents and product pipelines in 2026.
Read guideHow to scrape data from Instagram in 2026
How to extract public Instagram posts, reels, and profiles for AI workflows in 2026.
Read guideHow to scrape data from Mastodon in 2026
How to extract public Mastodon posts from federated instances for AI and RAG workflows in 2026.
Read guideHow to scrape data from Reddit in 2026
How to extract public Reddit posts, communities, and profiles for AI and RAG pipelines in 2026.
Read guideHow to scrape data from Shopify in 2026
How to extract public Shopify product and catalog data for AI applications in 2026.
Read guideHow to scrape data from SoundCloud in 2026
How to extract public SoundCloud track, playlist, and creator metadata for AI workflows in 2026.
Read guideHow to scrape data from Spotify in 2026
How to extract public Spotify music and podcast metadata for AI and RAG applications in 2026.
Read guideHow to scrape data from TikTok in 2026
How to extract public TikTok posts and profiles for AI agents and RAG workflows in 2026.
Read guideHow to scrape data from Vimeo in 2026
How to extract public Vimeo video metadata for AI agents and data pipelines in 2026.
Read guideHow to scrape data from X in 2026
How to extract public X posts as clean data for AI applications and agents in 2026.
Read guideHow to scrape data from YouTube in 2026
How to extract public YouTube metadata, channels, and playlists for AI pipelines in 2026.
Read guideHow to scrape data from WooCommerce in 2026
How to extract public WooCommerce product, variant, and catalog data for AI applications in 2026.
Read guideHow to scrape data from Yahoo Finance in 2026
How to search stock symbols and retrieve public market snapshots with configurable currency and history for AI workflows in 2026.
Read guideWeb Search API for AI Agents in 2026
Use a simple web search API to give AI agents ordered, source-linked Markdown or JSON results in 2026.
Read guideNews Search API for AI Agents in 2026
Find current, source-linked public news for AI agents, monitoring, and RAG pipelines with one GET API in 2026.
Read guideImage Search API for AI Agents in 2026
Search public images with creator and license metadata for AI agents and media workflows in 2026.
Read guidePlace Search API for AI Agents in 2026
Add provider-neutral place search with coordinates and address data to AI agents in 2026.
Read guideURL to Markdown API for LLMs and RAG in 2026
Convert public webpages into clean, source-linked Markdown for LLM prompts and RAG pipelines in 2026.
Read guideWebpage to JSON API with Semantic Entities in 2026
Turn public webpages into normalized schema-v1 JSON for AI agents and application pipelines in 2026.
Read guideOne Web Data API for AI Agents in 2026
Combine public URL extraction with web, news, image, and place search for AI agents through one API in 2026.
Read guideHosted MCP Server for Web Search and Extraction in 2026
Connect AI agents to hosted web extraction, search, news, image, and place tools through MCP in 2026.
Read guideEcommerce Product Data API for AI in 2026
Extract normalized public Amazon, Shopify, WooCommerce, App Store, and Google Play product data for AI in 2026.
Read guidePublic Social Media Data API for AI Agents in 2026
Normalize supported public social posts, profiles, videos, and feeds for AI agents and RAG in 2026.
Read guideAI Web Search API for Agents in 2026
Build source-grounded AI features with a focused web search API for agents in 2026.
Read guideWeb Context API for AI Agents in 2026
Turn public webpages into compact, source-linked AI context with a GET API in 2026.
Read guideHow to Build a Public-Web RAG Pipeline in 2026
Build a cleaner RAG pipeline from public web sources with Markdown, semantic JSON, and source attribution in 2026.
Read guideHow to Build Source-Grounded AI Answers in 2026
Use public web sources, canonical URLs, and structured metadata to ground AI answers in 2026.
Read guideReal-Time Web Context for LLMs in 2026
Add fresh public-web context to LLM workflows while keeping caching explicit in 2026.
Read guideUseful MCP Tools for AI Agents in 2026
Connect AI agents to focused web retrieval and market-data MCP tools in 2026.
Read guideAI Agent Research Workflows That Stay Source-Linked in 2026
Design source-linked AI research workflows with focused search and public-page extraction in 2026.
Read guideStructured Web Data for AI Applications in 2026
Use semantic JSON entities to make public web data easier for AI applications to validate in 2026.
Read guideAI News Search API for Current Research in 2026
Find current, source-linked article results for AI research with a news search API in 2026.
Read guideAI Image Search API with Attribution in 2026
Search open-license images with attribution metadata for AI applications in 2026.
Read guideVideo Search API for AI Agents in 2026
Find public, source-linked video results for AI agents with date and creator controls in 2026.
Read guideMarket Data API for AI Agents in 2026
Give AI agents market snapshots, chart-ready history, symbol search, and daily movers in 2026.
Read guideContent Extraction for AI Agents: A Practical Pattern in 2026
Build dependable content-extraction steps for AI agents with public URL retrieval in 2026.
Read guideDesigning AI Agent Tool Calls for Search and Retrieval in 2026
Design clearer AI agent tool calls for public search, extraction, and market data in 2026.
Read guideWhy Cache-First APIs Work Well for AI Data in 2026
Build lower-latency, lower-cost AI retrieval workflows with cache-first public GET APIs in 2026.
Read guideSearch and Extract for LLMs: The Two-Step Retrieval Pattern in 2026
Use a two-step search-and-extract pattern to give LLMs focused public-web evidence in 2026.
Read guideWeb Data Normalization for AI Agents in 2026
Normalize public web data into semantic entities for AI agents, search UIs, and RAG in 2026.
Read guideCited AI Workflows: From Public Sources to Reviewable Answers in 2026
Build reviewable, cited AI workflows from public web sources in 2026.
Read guideWeb Context Window Management for AI Agents in 2026
Manage AI context windows with focused public-web extraction and source-linked Markdown in 2026.
Read guideHow to Combine Multiple Public Sources for AI Context in 2026
Combine public web sources into clear, attributable AI context without unnecessary retrieval in 2026.
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