Engineering Blog
Data Intelligence
Scraping certification and safety listings — BIS, CE, FDA data
Certifications on product pages are often just logos or badge images not text. Can they actually be extracted?.
Scraping customer Q&A sections for voice-of-customer data
Q&A sections are sparse on most products. Is there enough data to draw statistically meaningful conclusions?.
Scraping dealer locators and store directories into lead lists
Store locator data is for navigation not for sales prospecting. Is using it as a lead source legally defensible?.
Scraping every review of a product line for sentiment analysis
Amazon ToS bans scraping. Is getting a review dataset for research actually legal?.
Scraping footwear and sneakers product data — fields, sources and quirks
Footwear size grids differ across countries EU UK US India. How do I normalize them in a scraped dataset?.
Scraping furniture and home decor product data — fields, sources and quirks
Furniture product pages have hundreds of specifications across wildly different schemas. How do I get consistent attribute data at scale?.