Browser collection for interactive pages
A real browser can read the rendered state of JavaScript-heavy or signed-in pages. When a public API or static request is sufficient, use the simpler and lower-cost method.
Collection, cleaning and analysis in one loop
Extract fields, deduplicate by business keys, store records in the app database and produce trends, comparisons and anomaly lists for review.
AI-assisted classification
After data-quality checks, a user-configured AI provider can classify themes, sentiment and summaries. Keep source records separate from model-generated conclusions.
Compliant collection boundaries
Collect only data you are authorized to access and process. Respect site terms, privacy, copyright and rate limits, and stop when access controls or explicit restrictions apply.