... input that makes the ranking self-correcting. If a money page sits in Discovered for three weeks despite a manual request, that's not a queue problem you can click your way out of - it's the crawl-budget-vs-quality split, and the duration is what separates them. Feed that back into the scoring and the shortlist stops recommending pages the click was never going to fix. Comment from Clemente Lopez(@clemente_lopez1): No legitimate way around ... ... javaid3 have you faced this problem too? Comment from Brady Wilfahrt(@bradywilfaqn): why do you think Google hasn't released this API yet? Comment from Vincent(@vincentbanzpk4): what would you automate if this API existed? @abdullah_javaid3 Comment from Amanda

... jane chen from acme flagged this, not a user complained. the team protects momentum because they feel the source. they fix what named humans actually said. the unhelpful 80 percent never makes it past the filter. Comment from Amanda Phillips(@amanda

... work out of it. The polished demo edits out exactly that moment, which is where most of the learning actually lives. Real-time debugging shows you the mental model, not just the result. Comment from Artem Fedorovich(@artem_fedorovich): @amanda_phillips6  Love where you took that. The "permission to break things" part is underrated. Watching someone else mess up and dig out is what makes your own mistakes feel normal instead of feeling like you're doing it wrong ... ... pressure is the real enemy. What problem are you building for right now? That usually tells you which tools actually matter. Comment from Ohad Krispin(@ohad6k): I think following the right accounts on X can really help Comment from Amanda

... this together. Comment from Adana Marukhyan(@adana): Sounds nice! And is there a list of ingredients you need to buy? Comment from Adana Marukhyan(@adana): @soloplate  great! I will try and come back with honest feedback. Comment from Amanda(@soloplate): Update: My product is live now! If you're interested, you can check it out on my profile! Comment from Amanda

... want some algorithm to determine our futures in this area? So, I - with ~20 years of talent acquisition experience plus a stint at Indeed.com, along Alyssa - our CTO with 20+ years of engineering experience and a stint at Indeed.com, Amanda - our CMO with 20+ years of marketing, front-end development, and UI/UX design experience and a stint at Indeed.com, Charlie - our data guru who spent 20+ years as a Google engineer, and Kelsey - who built one of the worlds' first ...

... Nazarenko(@yulianazarenko): @amandafranc  Makes sense! The idea of learning by doing resonates with me. Also, sometimes new ideas might come during the making. So it's all about having the right expectations in the very beginning Comment from Amanda Franc(@amandafranc): @rashiaroraofficial  thank you for the warm welcome! Would love to collab! Comment from Yulia Nazarenko(@yulianazarenko): Hey Amanda

... Solving Day" Do feedback/support/cheer us on Product Hunt. Fun bit 2: Hover on the animated logo for MarketFit on PH on 28th. See how it demonstrates the focus MarketFit brings to the core. Comment from Manu Goel(@manu_goel2): @amanda_isaac The problem is that clients are being lost at a much earlier stage many times in the first conversation itself due to non-contextual discussion / feature-selling. Also, lack of real-time objection handling causes loss of 60% time ... ... page when we go live on Sep 28. Comment from Manu Goel(@manu_goel2): @jesv Thanks for following the launch. It would be great if you check it out and give the feedback/comments today: https://www.producthunt.com/prod... Comment from Amanda