Web Scraping
Managed Scraping APIs for Heavy Anti-Bot Targets
Managed APIs coordinate network identity, TLS fingerprinting, and behavior as one session.
Soren Marlowe
· 8 min read
Scrape Info
The Latest
Web Scraping
Tools for Legally Safer Web Data Collection for AI Training
Compliance tooling now shields AI builders from the legal risks of web data collection.
Maya Okafor
Agent Web Tooling
Discovering and Evaluating Public MCP Servers
How to vet public MCP servers for security, cost, and reliability.
Soren Marlowe
Agent Web Tooling
MCP Server Security and Access Control
Securing MCP servers requires authentication, authorization, and monitoring at every trust boundary.
Maya Okafor
Agent Web Tooling
MCP vs OpenAI Function Calling vs LangChain Tools
Three complementary standards handle protocols, models, and workflows at different layers.
Sana Ibrahim
Agent Web Tooling
Hosting and Deploying MCP Servers in Production
The July 2026 spec made stateless deployment simpler; here's how to use it.
Soren Marlowe
AI Search & GEO
Voice Search Optimization for AI-Driven Queries
AI and voice search now share the same optimization work.
Soren Marlowe
AI Search & GEO
Google AI Overviews Impact on Organic Traffic
Being cited in an AI Overview now matters more than ranking position.
Everett Nadkarni
AI Search & GEO
Generative Engine Optimization Fundamentals
Retrieval eligibility, not ranking position, determines whether AI systems cite your content.
Soren Marlowe
AI Search & GEO
Optimizing Content for Perplexity and ChatGPT Search
AI search engines extract fragments, not rank pages, so optimize your structure instead.
Maya Okafor
AI Search & GEO
Content Formatting Strategies for AI Answer Inclusion
Structure sections with direct answers to get cited by AI engines.
Soren Marlowe
AI Search & GEO
Robots.txt and AI Crawler Access Control
Treat AI training crawlers differently from search crawlers in your robots.txt configuration.
Everett Nadkarni