What Our Users Say
Real feedback from people accelerating their job search with LinApBot.
Andrew - USA
I optimize for signal. The onboarding looked simple, but the advanced filters took a few passes to dial in-docs were thin. The early claim is partly real; timestamps show quick pulls, but early isn't the same as relevant. Two solid screens in four weeks, several quiet fades. Daily cap felt tight on spike days and generous on slow ones; mixed bag. I hit one rate-limit scare, backed off, and it stopped. Net: less junk, clearer queue, modest lift. It's a useful amplifier for a disciplined process, not a switch you flip for miracles.
Sergio - Spain
I like tools with a groove-steady, not flashy. This started strong, then slipped in roles that looked right and weren't (seniority off, remote that meant commute). I cut two filters and the feed snapped back into shape. The front of the line vibe shows up on live roles, but you also get early to listings that go nowhere. I almost turned it off after month one, then kept it because two leads matured and I didn't want to break the rhythm. One interview rescheduled twice, one flat-out ghost. It helps, but your narrative still does the heavy lifting.
Ian - Czech Republic
Setup was not easy for me. Too many toggles, small icons. I chose wrong regions first and got odd results. After I fixed it, the feed was cleaner, but still some false matches. Support replied next day and showed how to save searches and pin companies. Results were slow: one interview after five weeks, then a no. It reduces noise and gives order. But you must adjust it and follow up yourself. It is a tool, not magic.
Anna - France
Timing without fit is theater. I kept showing up early to queues that didn't matter until I rewrote my criteria. Deduplication is genuinely excellent-cuts through recruiter echo and reposts. Their outreach templates read polished yet generic; I scrapped them and wrote tighter, role-specific notes. Monthly limits encouraged focus, but they also discouraged exploration in adjacent areas; I learned to rotate themes weekly. I did accept an offer-and I'm grateful for the calmer pipeline-but the real unlock was clarity on which mandates were substantive versus decorative. Recommend, with sober expectations and a willingness to iterate.
Aleksei - Canada
It does what it says, mostly. Fast pulls, decent filters, less junk. I tripped a platform throttle once; dialed down the cadence and it behaved. Found two real leads, and plenty of dead air. I'll run it in sprints when I'm active, then park it. Good for staying on top of fresh roles without babysitting. Not a miracle, not a gimmick-just useful.
Carina - Germany
The quiet is nice-fewer pings, fewer maybe tabs. But quiet also hid some good roles; my filters were too strict, and I noticed one of them later in a community post. That hurt. I widened the net and accepted a bit more noise. I was unsure about data handling and read the policy twice; support felt human, which helped. Progress was slow, not dramatic: several polite no's, one interview, then another conversation a month later. I'll keep it, carefully tuned-slow and clear works better for me than fast and messy.