Case Study
310+ Community New Construction Directory with Automated Scraper Pipeline
Initial Situation
- New construction communities scattered across dozens of individual builder sites with no centralized Tampa Bay directory
- Manually researching each community taking hours per entry with data going stale weekly
- No automated update process keeping pricing, availability, and amenity data current
- No lead capture mechanism on community-level pages to convert research traffic
- Competitors ranking for builder and community name searches with thin, outdated pages
System Built
BrowserAct and n8n scraper pipeline: Automated browser agents scraping builder sites for community data including pricing ranges, available home types, amenities, and contact details
Supabase community database: Structured database storing all 310+ communities with normalized fields for pricing, builder, location, school zone, and amenity data
310+ community landing pages: Individual pages for every tracked community with current pricing, floor plan types, builder information, and neighborhood amenity details
Automated refresh schedule: Scraper pipeline running on schedule to detect price changes, new phases, and sold-out communities, updating the database automatically
Community-level lead capture: Lead forms on every community page capturing buyer intent with source tracking back to the specific community and builder
Results
- 310+ community pages live and indexed covering the Tampa Bay new construction market
- Automated scraper pipeline refreshing community data on schedule without manual input
- Comprehensive coverage of Tampa Bay builders and communities in one directory
- Pages ranking for "[community name] new homes" and "[builder] Tampa" search queries
- Community pricing and availability staying current through automated data refresh
- Lead capture on every page routing buyer inquiries with community-level tracking
- What would have been hundreds of hours of manual research now runs automatically
Key Achievement
Automated what would have been hundreds of hours of manual research into a self-updating directory that stays current without human input. The scraper pipeline turns builder website updates into live page changes within hours. The directory now ranks as the most comprehensive single source for Tampa Bay new construction.
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