Is Product Hunt actually effective for launching or is it mostly noise at this point?

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Genuinely trying to understand this before we launch something later this year. Every founder story says “we launched on PH and got X users,” but for every one of those there are probably a hundred launches that got 40 upvotes and disappeared by evening.

Curious what actually separates the two outcomes. Is it mostly about hunter reputation and launch-day coordination (rallying your own network to upvote early) or does the product genuinely need to be compelling enough to travel on its own once real strangers see it?

Also wondering about timing, does day of week or category saturation matter as much as people say or is that overthinking it?

If you’ve actually launched here, what would you do differently the second time around?

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I launched ComplaintForge on 20 July. Ended on 12 points and 15 comments, day rank 130, week rank 348. Not a viral outcome by any measure, but every one of those 15 comments came from an actual conversation, not a drive by upvote.

What separated a lukewarm outcome from a dead one, in my case, had less to do with hunter reputation and more to do with replying to every comment within minutes rather than the opening upvote count. Strangers kept commenting because someone answered them immediately, not because the count looked good.

Timing mattered less than I expected going in. Category saturation and whether anyone outside your own circle already has a reason to talk about it before launch day mattered more. Neither of those gets fixed on launch morning.

Second time round I would spend the weeks before launch building that conversation rather than assuming the launch button creates it.