Why no-API automation matters
A lot of business work still lives inside web interfaces: portals, internal tools, public directories, CRMs, job boards, review sites, and dashboards. If the API is missing or incomplete, a browser agent can still complete the task.
Browser automation plus judgment
Traditional browser scripts break when layouts change. Twin agents can use instructions and page context to decide what to read, click, extract, retry, and summarize.
Common no-API workflows
Teams use Twin to scrape Google Maps leads, monitor competitor pages, collect job listings, review public records, update portals, and move data into spreadsheets or CRMs.