Proxies and Web Scraping Blogs-Thordata

Why Your Product Feed Never Matches Your Supplier's: A Field Diagnostic

Catalog mismatch — the same product existing as three different records in your feed, your supplier's feed, and the marketplace — is a multimodal data problem disguised as a string-matching bug.

SERP API Proxies Residential Proxies Scraper Social Media ISP Proxies

Xyla Huxley

2026-09-23

20 min read

Sold Out in 90 Seconds: What Drop-Monitoring Teams Get Wrong Before the Countdown Starts

Limited drops — sneaker releases, console restocks, concert tickets — are the most hostile data environment in e-commerce.

SERP API Proxies Residential Proxies Scraper Social Media ISP Proxies

Xyla Huxley

2026-09-23

20 min read

A Real Estate Data RFP, Annotated: What a Good Answer Actually Looks Like

Property-data collection RFPs ask the wrong questions in 90% of drafts ("How many IPs do you have?" "Can you scrape Zillow?")

SERP API Proxies Residential Proxies Scraper Social Media ISP Proxies

Xyla Huxley

2026-09-16

20 min read

Three Model Evaluations That Lied: Case Files on Multimodal Benchmark Contamination

A multimodal model's evaluation score is only as honest as its test data — and the most common failure isn't cheating or leakage from training.

SERP API Proxies Residential Proxies Scraper Social Media ISP Proxies

Xyla Huxley

2026-09-16

20 min read

Training a Moderation Model on Videos That Don't Look Like the Internet: A Trust & Safety Field Manual

Content-moderation models fail on exactly the content that makes them necessary — the rare, evolving, regionally specific stuff.

SERP API Proxies Residential Proxies Scraper Social Media ISP Proxies

Xyla Huxley

2026-09-16

20 min read

Evaluating a Scraping API on Engineering Criteria, Not Marketing Claims: Oxylabs and Thordata, Rubric-Style

Vendor evaluations drift to whichever features get demos, and scraping APIs are mostly un-demoable — their quality shows up as a distribution curve on your own targets, three weeks in.

SERP API Proxies Residential Proxies Scraper Social Media ISP Proxies

Xyla Huxley

2026-09-16

20 min read

Does Your Product Work in São Paulo? A Geo-Testing Lab Notebook, With Providers Compared

Teams ship localized products from a laptop in a headquarters timezone and discover localization in production

SERP API Proxies Residential Proxies Scraper Social Media ISP Proxies

Xyla Huxley

2026-09-16

20 min read

Java Scraping Timeout Fix: Proxy Optimization Guide

In Java web scraping development, request timeouts and connection instability are common obstacles that affect data collection efficiency

SERP API Proxies Residential Proxies Scraper Social Media ISP Proxies API Browser Fingerprint Proxy Datacenter Proxies Quick Start Guides AI Trends

mia

2026-09-15

8 min read

How Many Job Postings Can $1,000 Buy? A Recruitment Analytics Team Runs the Numbers

Job market intelligence is a data-math business — the team that collects the most postings per dollar wins the demo.

SERP API Proxies Residential Proxies Scraper Social Media ISP Proxies

Xyla Huxley

2026-09-11

20 min read

Video Datasets

Video Data API

High-Bandwidth Proxies

Multimodal Datasets

Thordata MCP

n8n Integration

LangChain Integration

LlamaIndex Integration

Dify Integration

Social Media

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