Drop the whole file
/bulk takes a CSV, Excel, or Numbers file, finds every column we can parse, and hands the file back with parse_ columns next to your own. Priced per column. Junk is free.
You should not have to write a loop to use an API.
email,signup
tom.f@gmail.com,03/07/2024
email,parse_email_deliverable,parse_email_disposable,...,signup,parse_signup
tom.f@gmail.com,false,false,...,03/07/2024,2024-03-07
The drop at /bulk takes a CSV, Excel, Numbers, or a plain text list. It reads the header and the first rows in your browser and finds every column we have an endpoint for: emails, phone numbers, IP addresses, domains, postal codes, countries, User-Agents, names. Date columns get cleaned to ISO for free. The quote page is a preview of your own file, first rows shown with the new columns slotted right after the columns they came from, and a real verified sample filled in before you pay anything.
Priced per column
Every detected column is a toggle with its own price, counted on unique values only. Junk is free: duplicates and values that fail syntax get caught in the analysis and stay off the bill. Unknowns refund themselves when the run finishes. Signed in, a run draws the plan you already pay for. First time here? You can pay once for the file no plan needed.
Try it
Drop a file on /bulk.