Look at it by the team doing the work, or by the problem you're trying to solve. Either way, you run the software yourself.
SDRs and AEs pull a list, add the missing contact details and verify it before outreach.
Agencies use repeatable jobs, so each client's list is built and checked the same way.
Recruiters build candidate lists and add the personal emails and mobile numbers they need to get in touch.
Operations teams fill in missing fields and remove bad addresses before records go live.
Technical teams run the same work through the API or an automation tool, without opening a browser.
Small teams get list building, enrichment and verification from one software company.
Each one starts with the problem, then explains how software can help and which products are relevant.
Reps lose hours moving between search tools and spreadsheets, and the list they end up with often has duplicates and missing contact details.
Software can turn a saved search into a deduplicated file, add the fields that are missing and flag addresses that shouldn't be used.
Building lists for several campaigns means repeating the same research, and without a consistent process each list comes out differently.
A repeatable job with a visible status and a known cost makes list building easier to plan, price and check.
CRM records and lead lists usually arrive with gaps: a name and company but no email, or an email with no phone number.
Enrichment matches what you already have against data sources and returns the missing fields, with a clear status for each one.
Recruiters often know exactly who they want to reach, but a profile link doesn't come with a way to get in touch.
Starting from a profile URL or a name, software can return contact details and build candidate lists, leaving more time for conversations.
One-off lookups don't scale, and handling large files by hand is slow and easy to get wrong.
Bulk uploads and a REST API let teams process large files, or run the same step automatically from the tools they already use.
Outreach that could go to anyone tends to get ignored, and researching each account by hand takes too long.
Starting from a company domain, software can add firmographics, buying signals and suggested first lines.
A lot of prospecting work is copying, pasting and checking. It takes time, and it's where mistakes creep in.
Specialized tools take over the repetitive steps and hand clean results to the next system, so people can spend their time on the work that needs them.