Scraping API or managed collection: decide who owns the work
Choose between self-service page research and a maintained source-specific dataset by looking at responsibility, repeatability and context.
Read articleIDEAS INTO PRACTICE
ScrapingBuddy Journal.
Better questions. Better collection.
Web data you can put to work.
THE STARTING POINT 3 min read
Scraping API or
managed collection?
Choose the right approach by deciding who owns the work, not just how many pages you need.
Read the guideTHE LIBRARY
Explore the journal
36 articles
HTML, Markdown or JSON: choose the output your next step needs
Separate page capture, JavaScript rendering and structured extraction before choosing a format for your workflow.
Read articleClassify websites into decisions, not paragraphs
Turn a company URL list and a business question into controlled labels, with evidence and an explicit path for uncertainty.
Read articleA 200 response is not a quality check
Validate page meaning, required fields, context and coverage before letting collected data reach a downstream decision.
Read articleTicket prices are comparable only with the seat context
Model ticket observations around event identity, section, quantity, restrictions and fee visibility before comparing marketplaces.
Read articlePage loaded is not data ready: choosing a wait condition
Understand DOM readiness, page load, text and element waits without confusing a finished navigation with complete data.
Read articleDesign a restaurant menu dataset around stores and modifiers
Preserve restaurant locations, menu hierarchy, item options and order context so menu prices remain meaningful.
Read articleDeep website research needs evidence, not more pages
Plan a multi-page research task around the question, keep source relationships and stop when additional pages no longer improve the answer.
Read articlePending is not failed: asynchronous scraping without duplicate jobs
Separate submitting a task from checking its result, and handle ambiguous timeouts without creating duplicate work.
Read articlePrepare a URL file that will not break your batch
Keep row identity, validate URLs and handle duplicates before a spreadsheet becomes hundreds of collection tasks.
Read articleNo public API? Inspect the page before choosing a browser
A practical sequence for checking source HTML, structured metadata and rendered content without assuming every page needs AI.
Read articleScope mobile-app data collection before promising a feed
Check public web equivalents, access permissions and context differences before committing to a mobile-only dataset.
Read articleWorking on a specific source?Explore data use cases