Identifying Buying Intent Signals From Public Web Activity
How to spot buying signals buried in public web behavior before deals surface.
Desmond Fuh
Staff Writer
Desmond Fuh
Desmond comes from a machine learning engineering background, having built data-ingestion systems for computer vision and NLP products at two AI startups before becoming a reporter. He focuses on the emerging stack connecting autonomous AI agents to live web data, including proxy architecture, rendering infrastructure, and compliance considerations.
4 stories
Building a Lead Enrichment Pipeline With Web Scraping APIs
A live-web pipeline beats static databases on freshness, cost, and sales-ready accuracy.
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Scraping Firmographic Data From Company Websites at Scale
Multi-source firmographic data beats single-source accuracy by twenty points.
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Competitor Job Posting Signals for GTM Teams
Decode competitor strategy from job postings before announcements hit.
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