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Content Writer

Theresia Tanzil

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

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The latest from Theresia Tanzil

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Use case
API
Scraping strategy
MCP
Web scraping APIs

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
April 21, 2026
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Use case
Availability & stock signaling
Content aggregation
E-commerce & Retail
Price intelligence
Product strategy
Scraping strategy
The new oil
Web scraping APIs

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
April 20, 2026
Blog post thumbnail
Use case
Access handling
Data for good
Handling Bans

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
April 14, 2026
Blog post thumbnail
Use case
Availability & stock signaling
Data for good
Data science
E-commerce & Retail
Web scraping APIs
The new oil
Scraping strategy
Product strategy

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
April 13, 2026
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Use case
Data science
Data for good

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
April 7, 2026
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Use case
Large Language Models (LLMs)
Web scraping APIs
The new oil
Scraping strategy
My hypertext hero

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
March 31, 2026
Blog post thumbnail
Burning questions
Future of the web
The new oil

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
March 27, 2026
Blog post thumbnail
Data for good
Future of the web
Web scraping APIs
The new oil

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
March 25, 2026
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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
March 4, 2026
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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
February 23, 2026
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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
January 27, 2026
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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
January 26, 2026
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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
January 22, 2026
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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
October 6, 2025
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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
September 15, 2025
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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
August 14, 2025
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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
July 23, 2025
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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
July 14, 2025
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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
June 30, 2025
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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
June 11, 2025
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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
May 22, 2025
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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
May 14, 2025
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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
March 19, 2025
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Buy or Build? The Four Roads to Acquiring Web Data

Weighing your options from full control to full service
Theresia Tanzil
February 21, 2025
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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
February 7, 2025
Blog post thumbnail
Announcement
Handling Bans

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
January 23, 2025
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Web Data Extract Summit 2024: What Did You Miss?

Business and technical insights from key players and experts in web data extraction.
Theresia Tanzil
January 3, 2025
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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
November 28, 2024

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