Using Structured Extraction to Audit Schema Markup Across a Domain
A systematic audit catches schema errors before they weaken AI citation prospects.
Marisol Teijeiro
Live Data Playbook — Page 2
Automating Broken Link Detection Across Large Content Sites
A continuous crawler catches broken links before and after deployment.
Callum Riedel
Extracting and Benchmarking Competitor Content Structures at Scale
Systematize how competitors organize content to spot strategy shifts before rankings reflect them.
Dashiell Okonkwo
Tracking SERP Feature Changes for Target Keywords Over Time
Tracking which SERP features appear for your keywords matters more than ranking position.
Marisol Teijeiro
Crawling a Site at Scale to Audit Indexability and Crawl Budget
Large sites waste crawl budget on faceted URLs and soft 404s, not server capacity.
Dashiell Okonkwo
Structuring Alumni Network Data for Referral Pipeline Automation
Stale alumni data kills referral automation before it starts.
Priya Nambiar
Monitoring Professional Community Forums for Passive Candidate Signals
Forum activity reveals skilled candidates before they're actively looking.
Marisol Teijeiro
Automating University Recruiting Pipelines With Public Graduation Data
Employers can find graduating talent before they apply by mining public university data at scale.
Priya Nambiar
Tracking Competitor Employee Growth and Attrition From LinkedIn Data
Learn which competitor moves matter by tracking headcount shifts, not snapshots.
Dashiell Okonkwo
Using Job Posting Patterns to Map a Competitor's Org Structure
Track competitor reorganizations through job postings months before official announcements arrive.
Priya Nambiar
Building an AI-Assisted Candidate Brief From Public Web Sources
A pipeline approach to web retrieval beats prompt engineering for accurate candidate briefs.
Callum Riedel
Sourcing Passive Candidates From Public Developer Profiles at Scale
Extract and score public developer profiles at scale instead of scrolling through them one by one.
Callum Riedel