Data & Scraping
Live Crawlers
Scheduled and live crawlers that watch websites, feeds, directories, listings, and public sources for new records, changes, and alerts.
The problem
Changes are easy to miss
Listings, pages, prices, documents, and public signals can change before anyone checks them.
Manual monitoring is fragile
Teams rely on reminders, bookmarks, and spreadsheets instead of a repeatable monitoring workflow.
Alerts lack context
Even when changes are noticed, teams still need clean records and enough detail to act quickly.
What we build
Monitoring rules
We define what to watch, how often to check it, and what counts as a meaningful change.
Crawler scheduling
We build recurring jobs with retries, logs, rate limits, and source-specific handling.
Change detection
We compare new results against previous data and separate noise from useful updates.
Alerts and exports
We deliver updates through dashboards, email, Slack, spreadsheets, databases, or APIs.
Industry use cases
Manufacturing
Collect target company, supplier, and distributor data for sales and market research.
E-commerce
Track competitor products, prices, stock status, reviews, and promotions.
Real Estate
Monitor listings, availability, pricing changes, and property data sources.
B2B Services
Build lead lists from public directories, websites, and niche market sources.
Related projects
Frequently asked questions
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