I used to research competitors heavily before launching, then barely check them once I started building.
Most updates are easy to ignore. A pricing change, new integration, or shift in positioning can sometimes force a serious rethink.
Has a competitor ever made a move that changed what you built, priced, or removed? How did you decide whether to respond or stay focused on your own roadmap?
Pangram Labs ran AI detection on 30,000 front page Amazon reviews. About 3% were AI generated with high confidence, climbing to 5% in categories like beauty and baby products. Nearly three quarters of the AI generated ones were five star. 93% had the "verified purchase" label, so even that badge doesn't mean what people think it means anymore.
The part that got me: real reviews mention weird, specific, slightly annoying details. "The manual was useless but I figured it out." AI written ones glide right past that. They praise smoothly and specifically avoid describing anything a person would actually notice. Once you know to look for it, you start seeing it everywhere.
Feels like the entire signal system flipped. We used to tell people to be suspicious of typos and broken English. Now the polished, confident, well written review is the one worth a second look.
Anyone else noticing this in categories outside beauty and baby products? Curious where else this shows up.
Are there any parents on Product Hunt? Looking to discover or connect with people that are doing both at the same time! Whats your routine and how do you manage both :)?
Used to be an obvious call, hire a junior dev, let them grow into it over time, review their code, build them up. Now with AI handling a lot of basic implementation well, curious if that math still holds.
Is anyone still bringing on interns or junior developers for entry level coding work, or has AI quietly replaced that hiring category for a lot of teams already.
Genuinely trying to understand if this is still a real starting point for someone entering the field, or if that entry point has basically disappeared.
I have seen people with various different approaches of launching their saas. Some do their distribution via paid channels, some via launch directories and some others via their network etc. I always wonder whether any of those launch methods have consistently bring results for everyone even if small.
I understand the paid channel strategy. You just have to be visible to a wider audience and people would pick you accordingly. But, I have tried these directories and they are almost meaningless or I had a bad launch there. I don't currently have any network of people who would be my first users, so I am clueless about this.
Would love to hear everyone's strategies or checklists. If you have any resources you can point to, I'd be happy to check those out as well. I plan on doing my first launch on a Twitter resource by the end of this month.
I've been on Product Hunt about a month, mostly lurking, then writing. I kept a rough count of where my comments landed, because I wanted to know why some disappear and some get answered. The numbers below are from my own profile, nothing clever.
Under product launches: 14 comments. 0 upvotes, 0 replies. All 14. Some of them were long and specific, one quoted the maker's own line and asked about a real trade-off. Nothing.
I was born in 2004, and I remember my dad working on his laptop, using MSN, MySpace, Skype, Yahoo, etc. Yes these may be redundant applications now, but I would like to own a product that customizes the apps and UI for my OS system based on the year-range I select. More so than nostalgia, it's about the ad-free, distraction-less and clean workspace that existed, with a great combination of haptic and auditory feedback. It would be very cool to see this in a bundled tech-pack, that one can simply download and customize their laptop with.
