I’m a 26M software engineer, and my office is located next to the in-person interviewing rounds. I just witnessed a kid shamelessly use Cluely 2 meters away from the interviewer and answer all the questions.
Every time the interviewer walked around the room, he still pretended to type and just closed the window.
Kid is an absolute legend. He will go far without a doubt.
Our policy is clear, but the same pattern repeats: someone buys something, ignores the receipt prompt, finance follows up twice, and the manager becomes the bad cop near close. The amount is usually small. The interruption cost is not.
For teams that improved compliance, what changed employee behavior? Immediate mobile prompts, card restrictions after repeated misses, manager escalation, or a simpler policy?
I am not looking for a punishment system. I want a process that gets the documentation while the purchase is still fresh and does not make managers police every coffee or taxi.
Apollo, ZoomInfo, Sales Navigator. Every lead generation team pulls from the same five sources.
There's already 100M+ leads sitting in public databases.
Regulated professions require government registration. Doctors, lawyers, contractors, financial advisors. Every state publishes that registry. SAM.gov covers federal contractors. Platforms like Houzz, Avvo, and Healthgrades list practitioners who want inbound contact, which means the data is there by design.
A state licensing board gives you active license status, verified by the issuing authority. Apollo gives you a job title you still have to confirm. First-touch reply rates on custom-built lists run 3-5x what Apollo-sourced lists produce.
To find sources: search "[state] [profession] licensing lookup" or "[industry] association members." Simple paginated sites take requests plus BeautifulSoup. Javascript-rendered or rate-limited ones need Playwright with rotating proxies. Deduplicate across sources, matching on name, location, business, and email domain.
Use Claude code. Point it at a directory page, tell it to output to CSV with pagination. It picks the library, runs the scraper, reads the broken output, and fixes it.