As a hiring manager, I couldn't trust resumes. My team wasted so much time on screening calls, only to find the candidates weren't a match. There was no real proof-of-work, and with AI now writing resumes, the noise is just getting worse.
As a candidate, it was just as frustrating. My past work didn't help me get better roles; it felt like I was starting over every single time because my performance signals were buried in old company HR tools that no one could see.
the trust score idea is smart but i wonder how hiring managers will actually use it, that side of the adoption puzzle is tricky. congrats on the launch
@shubham4real Hiring managers will check the reviews before taking interviews. Imagine this as part of explo, before deciding to go on interviewing a candidate, HMs would check the badge reviews. In future, Badge trust score will be part of ATS
Finally a way to get real references without chasing down old coworkers myself. The anonymous angle feels less awkward for everyone involved.
@bayram9ivc Yes, anonymity gives honest reviews. Allows people to work on the feedback and the key thing is with anonymity toxicity also comes on the platform, our sentiment based review filtering stops abuse and toxicity at the publishing level only
What prevents fake or biased reviews from affecting someone's Trust Score?
@robertpewpew Robert, we have ensured that we do thorough quality checks on the fake reviews to ensure that fake reviews do not get published - we do sentiment analysis, do work email authentication to ensure that only verified reviewers impact the trustscore.
One thing worth stress-testing: Raaghav mentioned a reviewer's own score rises and they get a 24h recruiter boost for leaving a review. Incentivized reviews are exactly how vouch systems get gamed. Two people who both want that boost can quietly agree to review each other well, and anonymity means no accountability for the puffery. Org-email verification proves they worked together, not that the praise is honest. Do you down-weight when a pair reviews each other close in time, or look for reciprocal clusters?
@dipankar_sarkar I agree with you Dipankar, people will form pairs. For that one thing we have done is that we do not allow them to give review to each other in 90 days after they gave a review. But we definitely think we need to put more measures where the reviews come in very close in time and penalise on the trustscore. What do you think?
Set this up with a couple of former coworkers and the reviews came back faster than I expected. The trust score feels like a genuinely useful filter beyond just a resume headline.
@aysimatruc 🎉 That's exactly what we're building towards. Really glad the experience felt smooth too. Would love to hear how it holds up as you collect more reviews!
@aysimatruc Aysima, Thanks for using the product for the feedback. Could you give some feedback on the features which we could build?
Connected my LinkedIn and got three anonymous reviews back within a day, way faster than I expected. The trust score idea is genuinely useful since most references I've collected feel one-sided or overly polished.
@aseltenhova Thanks for trying the app out!!
The anonymous peer review angle is genuinely smart, since most reference checks today are basically theater. Love that the agent handles the outreach itself instead of leaving that awkward task to the candidate.
@muharremksgcpe That was the first thing we wanted to tackle while trying to solve this problem. Did you get to try the app yet?