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Theresia Tanzil

Author

Theresia Tanzil

Theresia is a web scraping strategist who enjoys weaving data engineering, business strategy, and digital anthropology into stories.

Building robust agentic AI workflows with rapid web data
Use case

Building robust agentic AI workflows with rapid web data

AI agents need access to public web data, right now. Tools connected to web scraping APIs empower agents to return live data quickly.

Theresia Tanzil·10 min·June 10, 2026
Enhancing AI model performance with fresh web data
Use case

Enhancing AI model performance with fresh web data

No-one likes an out-of-touch AI assistant. Fortunately, rapid refreshing can keep AI models aware of the very latest public information.

Theresia Tanzil·10 min·June 9, 2026
Building superior AI models with quality web data
Use case

Building superior AI models with quality web data

Training data quality can make or break AI model effectiveness. So how are engineers sourcing the web’s best input?

Theresia Tanzil·10 min·June 9, 2026
The great wall of data: The complexities of web scraping in the Asian market
Use case

The great wall of data: The complexities of web scraping in the Asian market

While the technological arms race of web data access is universal, the battleground in Asia has its own unique rules of engagement.

Theresia Tanzil·10 min·May 20, 2026
Actually, web scraping APIs are cheaper
Use case

Actually, web scraping APIs are cheaper

Many data teams still think running a proxy-based scraping stack is most cost-effective. Industry pressures and our research disprove that idea.

Theresia Tanzil·10 min·May 18, 2026
The science of compliance: Tech tips for a legal data pipeline
Use case

The science of compliance: Tech tips for a legal data pipeline

New legal and regulatory compulsions for web data have significant business consequences. So, how can technologists engineer their company’s risk profile lower?

Theresia Tanzil·10 min·May 13, 2026
Web scraping APIs vs proxies: A head-to-head comparison
Use case

Web scraping APIs vs proxies: A head-to-head comparison

Proxies are essential to scraping at scale. So, how do full-stack web scraping APIs compare?

Theresia Tanzil·10 min·May 6, 2026
Legal clarity comes with compliance demands
Use case

Legal clarity comes with compliance demands

Explore how new regulations like the EU AI Act and California AB 2013 are reshaping AI data compliance in 2026. Learn why provenance, transparency, and lawful sourcing are now critical.

Theresia Tanzil·5 min·April 30, 2026
Brand visibility in the digital era: How web data help brands see the full picture
Use case

Brand visibility in the digital era: How web data help brands see the full picture

Discover how web data helps brands improve visibility, track competitors, monitor availability, and analyze reviews to win on the digital shelf.

Theresia Tanzil·5 min·April 27, 2026
Web traffic is splintering into access lanes
Use case

Web traffic is splintering into access lanes

Explore how AI agents are reshaping web traffic into hostile, negotiated, and invited access lanes. Learn what this means for bots, scraping, and the future of data access.

Theresia Tanzil·5 min·April 21, 2026
How online retailers use web data to compete on price, promotion, and availability
Use case

How online retailers use web data to compete on price, promotion, and availability

Discover how retailers leverage web data to optimize pricing, track competitor stock, detect trends, and improve sales performance.

Theresia Tanzil·5 min·April 20, 2026
Automation drives power in the data arms race
Use case

Automation drives power in the data arms race

Anti-bot systems now evolve in minutes, not weeks. Discover why automated, self-healing scraping systems are essential to survive the 2026 data arms race and how to adapt.

Theresia Tanzil·5 min·April 14, 2026
How web data turns e-commerce listings into retail intelligence
Use case

How web data turns e-commerce listings into retail intelligence

Discover how web data enables digital shelf analytics vendors to track prices, availability, and product trends at scale—fueling real-time retail intelligence and competitive advantage.

Theresia Tanzil·5 min·April 13, 2026
Dawn of the autonomous data pipeline
Use case

Dawn of the autonomous data pipeline

Discover how autonomous, agent-driven data pipelines are transforming web scraping in 2026, enabling self-healing systems, API discovery, and end-to-end automation.

Theresia Tanzil·5 min·April 7, 2026
AI is the new engine for web scraping
Use case

AI is the new engine for web scraping

From LLM-powered extraction to agentic pipelines, here's how AI is reshaping every stage of the web scraping workflow in 2026 and what it means for your stack.

Theresia Tanzil·5 min·March 31, 2026
Is your AI coding assistant stuck in the past?

Is your AI coding assistant stuck in the past?

AI speeds up development - but it might default to past conventions and versions. How can developers ensure they work with the latest features and requirements?

Theresia Tanzil·5 min·March 27, 2026
Data outcomes are top of the scraping stack

Data outcomes are top of the scraping stack

By 2026, the question won't be "which proxy should I use?" It will be "which API should I call?"

Theresia Tanzil·7 min·March 25, 2026
Beyond text: Unlocking value on the multimedia web
Use case

Beyond text: Unlocking value on the multimedia web

The web is about more than the written word. Why companies are racing to harness the power of video, audio and pictures.

Theresia Tanzil·10 min·March 4, 2026
Teaching AI to scrape like a pro: how we measure LLMs’ data quality
How To

Teaching AI to scrape like a pro: how we measure LLMs’ data quality

AI-enabled code editors can now conjure scraping code on command. But is it any good? Here’s how Zyte re-engineered LLMs with Web Scraping Copilot to drive best-in-class output.

Theresia Tanzil·10 min·February 23, 2026
Web data for business insights in 2026: Elevate your BI function with quality data
Use case

Web data for business insights in 2026: Elevate your BI function with quality data

Discover how BI teams in 2026 use AI-powered web data to cut data wrangling, improve quality, and stay compliant. Insights from Zyte’s Web Scraping Industry Report.

Theresia Tanzil·5 min·January 27, 2026
Web data for scraping developers in 2026: AI fuels the agentic future
Use case

Web data for scraping developers in 2026: AI fuels the agentic future

AI is reshaping web scraping in 2026. Learn how agentic systems, scraping APIs, and automated access management help developers build faster, more resilient data pipelines.

Theresia Tanzil·5 min·January 26, 2026
Web data for engineering leaders in 2026: Scale scraping without scaling headcount
Use case

Web data for engineering leaders in 2026: Scale scraping without scaling headcount

How engineering leaders can scale web data in 2026 using agentic AI, automated scraping, and compliant platforms, without growing headcount.

Theresia Tanzil·5 min·January 22, 2026
The new economics of web data: Smaller scraping just got cheaper
Open Source

The new economics of web data: Smaller scraping just got cheaper

Smarter tools and AI-driven automation are rewriting the rules of web scraping. As costs fall and setup barriers vanish, smaller teams can now compete at scale, reshaping how the web’s data economy works.

Theresia Tanzil·2 mins·October 6, 2025
How to Plan Your Web Scraping Project Like a Product Manager
Leadership

How to Plan Your Web Scraping Project Like a Product Manager

Most web scraping projects that collapse don't fail because of technical incompetence. They fail because teams treat data extraction like a coding sprint rather than a product launch.

Theresia Tanzil·2 mins·September 15, 2025
The DQ playbook: How ‘data quality’ fuels business’ pursuit of precision
Leadership

The DQ playbook: How ‘data quality’ fuels business’ pursuit of precision

The practice of data quality (DQ) is emerging as a key discipline businesses can use to understand and improve the provenance of the content they collect.

Theresia Tanzil·2 mins·August 14, 2025
How price extraction is fuelling insights for modern retailers
Use case

How price extraction is fuelling insights for modern retailers

Retail pricing has long combined data, experience, and instinct – but today’s market volatility demands a faster, smarter approach.

Theresia Tanzil·7 mins·July 23, 2025
Four sweet spots for AI in web scraping
Leadership

Four sweet spots for AI in web scraping

Discover how AI and LLMs are enhancing web scraping with smarter crawling, fuzzy data extraction, automated spider generation, and intelligent QA.

Theresia Tanzil·7 mins·July 14, 2025
From script to system: 10 building blocks to scale web scraping
Leadership

From script to system: 10 building blocks to scale web scraping

Scaling your business’ web data gathering – acquiring, monitoring and storing a growing amount of data from a growing number of sources over time – requires holistic planning.

Theresia Tanzil·10 mins·June 30, 2025
Quality, focus and scale: Three ways data outsourcing benefits businesses
Open Source

Quality, focus and scale: Three ways data outsourcing benefits businesses

The Strategic Case for Buying Web Data: Quality, Focus, and Scale

Theresia Tanzil·8 min·June 11, 2025
What’s your data type? Solving the procurement problem
Leadership

What’s your data type? Solving the procurement problem

Engagements with data suppliers break down when buyers don’t have a clear project concept. Understanding and articulating your needs is paramount. Meet the three types of data buyers. Which one are you?

Theresia Tanzil·10 mins·May 22, 2025
The rise of Scrapy: How an open-source scraping framework conquered the web
Leadership

The rise of Scrapy: How an open-source scraping framework conquered the web

The story of Scrapy reflects the broader evolution of the web itself and the ongoing quest to harness its ever-expanding ocean of information.

Theresia Tanzil·10 mins·May 14, 2025
Browser bother: Three painkillers for headless scraping headaches
How To

Browser bother: Three painkillers for headless scraping headaches

This article shares three strategies to operationalize large-scale browser automation yourself and what alternatives exist.

Theresia Tanzil·10 mins·March 19, 2025
Buy or Build? The Four Roads to Acquiring Web Data
Leadership

Buy or Build? The Four Roads to Acquiring Web Data

Weighing your options from full control to full service

Theresia Tanzil·10 Mins·February 21, 2025
Beyond Hello World: The Operational Gaps in LLM-Powered Scraping Tools
Use case

Beyond Hello World: The Operational Gaps in LLM-Powered Scraping Tools

The difference between writing a scraper and running a scraping operation

Theresia Tanzil·10 Mins·February 7, 2025
Has Your Google Scraper Stopped Working? Here’s What You Need to Know
Announcement

Has Your Google Scraper Stopped Working? Here’s What You Need to Know

Discover how to adapt to Google’s January 2025 SERP changes requiring JavaScript rendering.

Theresia Tanzil·4 Mins·January 23, 2025
Web Data Extract Summit 2024: What Did You Miss?
Announcement

Web Data Extract Summit 2024: What Did You Miss?

Business and technical insights from key players and experts in web data extraction.

Theresia Tanzil·5 mins·January 3, 2025
Designing a fair and predictable pricing model for Web Scraping APIs
Leadership

Designing a fair and predictable pricing model for Web Scraping APIs

Discover how Zyte practices performance-based pricing and a customer-first approach to reshape web data extraction services.

Theresia Tanzil·5 mins·November 28, 2024

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