SEO & Search Intelligence
Monitor search rankings, audit content, and track online presence
Extract data from search and content surfaces for SERP research, keyword intelligence, content auditing, and AEO/answer engine optimization workflows.
Common sources
- Search results pages (where accessible)
- Competitor content hubs and blog archives
- Programmatic landing pages
- FAQ-rich pages / schema-heavy pages
What to extract
- Page title, meta description, canonical URL
- Headings, FAQs, structured data markers
- Internal links and topic clusters
- Publish date and author (if present)
- Content layout: lists, tables, definitions
Implementation notes
- Rendering helps when SERP pages are JS-heavy.
- Extract "main content" + metadata; ignore navigation elements.
- Store structured blocks for downstream scoring (readability, topical coverage, schema presence).