Case Study: Leading Content Marketing Firm improves SEO content optimization with Algoscale's AI topic modeling solution

Building AI for a startup providing content optimization

Leading Content Marketing Firm, a Boston-based content marketing company founded in 2013, needed a better way to extract and organize data from client websites to improve SEO performance. Algoscale helped address the challenge of handling large, diverse, and often duplicated content sources by standardizing the extraction process and supporting topic discovery for content optimization.

Algoscale implemented a reusable web crawler using Scrapy, along with SOLR, MySQL, and topic modeling to clean, organize, and track data across websites in real time. The solution eliminated the need for custom crawlers, improved QA efficiency, and delivered junk-free data with 90% accuracy, while also increasing targeted topic extraction accuracy by 10–20% and helping the customer meet deadlines and drive more traffic.