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資料不是抓到就能用：AI 團隊採購 Dataset 前真正該問的問題

AI 團隊真正缺的通常不是資料數量，而是資料能否穩定進入模型、分析流程與商業系統。

Proxies Residential Proxies Scraper Social Media ISP Proxies API

Xyla Huxley

2026-10-21

10 分鐘閱讀

Personal Newsfeed With Thordata and n8n

Automate your own news feed with a no-code workflow: pull Google News through the Thordata SERP API, turn the results into an email-ready digest, and have it in your inbox every morning.

SERP API Tutorials AI Trends API

Xyla Huxley

2026-10-16

10 分鐘閱讀

You Priced the Scraper at $0: Fixing the Most Expensive Number in Data Sourcing

Every build-vs-buy comparison for web data contains a line that says "scraper: $0 in licensing" — and that line quietly decides the whole comparison, wrongly.

SERP API Proxies Residential Proxies Scraper Social Media ISP Proxies

Xyla Huxley

2026-10-16

10 分鐘閱讀

Markdown, Parquet, and the Death of the Crawler: What "RAG-Ready" Data Actually Ships As

The phrase on every data buyer's list in 2026 is "LLM-ready" — and almost nobody can define it, which is why procurement conversations stall on vibes.

SERP API Proxies Residential Proxies Scraper Social Media ISP Proxies

Xyla Huxley

2026-10-16

10 分鐘閱讀

What a Text-to-Video Team Actually Buys First

The text-to-video race gets narrated as a model-architecture contest, but spend a season close to the procurement side and the pattern is different

SERP API Proxies Residential Proxies Scraper Social Media ISP Proxies

Xyla Huxley

2026-10-16

10 分鐘閱讀

Ten Weeks Inside a Trend Desk: Notes From the Team That Stopped Scraping TikTok

A consumer-insights team running trend detection for brand clients spent ten weeks moving from a hand-built TikTok collection to licensed data

SERP API Proxies Residential Proxies Scraper Social Media ISP Proxies

Xyla Huxley

2026-10-16

10 分鐘閱讀

The Pricing Team's First Data Vendor: A One-Page Due Diligence

Pricing teams are expert buyers of software and naive buyers of data — and the difference shows in the first vendor conversation, where questions about UI go unanswered in place of questions that matter (license, freshness, delivery, schema).

SERP API Proxies Residential Proxies Scraper Social Media ISP Proxies

Xyla Huxley

2026-10-16

10 分鐘閱讀

Your Customers Already Wrote the Spec Sheet: Mining Amazon Reviews at Corpus Scale

Every product question a consumer team asks — why do buyers return this, which feature actually drives satisfaction, what do people compare us against

SERP API Proxies Residential Proxies Scraper Social Media ISP Proxies

Xyla Huxley

2026-10-16

10 分鐘閱讀

Read Any Language, Even in Bad Handwriting: An OCR Data Quotation, Teardown-Style

Every OCR project's roadmap dies at the same milestone — "works on our test set, fails on real documents"

SERP API Proxies Residential Proxies Scraper Social Media ISP Proxies

Xyla Huxley

2026-10-16

10 分鐘閱讀

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