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35 Comments

I launched on Product Hunt with zero audience: 1 upvote, #333. Here's everything I learned as a complete beginner

Hey everyone,

Last Monday I launched my first product on Product Hunt: Tech Trends Data Toolkit — 5 real-time scraping APIs built on Apify (Hacker News, GitHub Trending, Product Hunt, ArXiv, SEC EDGAR). I'm a complete beginner and I built it in one week.

The results (full transparency):

  • 1 upvote (from a stranger — a PH "Tastemaker"!)
  • Final position: #333
  • 1 follower
  • 0 sales (so far)

Verdict: as a launch, a flop. As a learning experience, priceless.

What actually worked (the invisible wins):

  1. A senior scraping engineer accepted my LinkedIn request and promised expert feedback on my data structure.
  2. A founder here on Indie Hackers (Aryan from Beryxa) emailed me a critique that hit hard: "5 tools is a shotgun. Find the one API that solves a recurring job." He's right.
  3. I thanked the Tastemaker by commenting on HIS product — now I have my first PH ally.
  4. My HN scraper story (flagging the $7B Stripe/OpenRouter rumor before the press) got real attention in every conversation.

What didn't work:

  • Launching with zero audience. Nobody comes to your PH page by themselves.
  • Treating all 5 tools as equal.

What I'm doing next:

  • Picking ONE vertical (VC/investment analysts who need M&A signals) and doing personalized outreach with my live data as the demo.
  • Running my scrapers on automatic schedules so the data is always fresh.
  • Relaunching on PH in a few months once I have real customer evidence.

Questions for the veterans: when you had a multi-tool suite at $0 MRR, how did you choose your first vertical? And has anyone here sold alternative data to analysts?

Product Hunt page: https://www.producthunt.com/products/tech-trends-data-toolkit

Thanks for reading — the journey continues! 🚀

on September 2, 2026
  1. 2

    Felt this. Launched on Aug 25 — not featured, ~4 upvotes. Same lesson: PH rewards an audience you already have.

    What moved after that: talking to people who already do the job every week, not refreshing the leaderboard.

    Aryan's "pick one job" note is the one I keep coming back to.

    How are you choosing the first vertical when the suite still feels unfinished?

    1. 1

      Sorry — posted this 3 times by accident. The other two are the same, please ignore them.

  2. 2

    This is basically my week too — launched with zero audience, quiet result, learning as I go. What's the one thing you'd actually do differently next time, versus what you'd just accept as part of starting from zero?

  3. 1

    Directly relevant to what I'm living right now: our own Product Hunt account sat fully gated for 8 days straight (every submission attempt returned a generic "link invalid" error, no explanation) until it just cleared this week - it really is a pure trust/age threshold, not something you can outbuild your way past on day one. On the vertical question: we picked ours by which single failure mode we could describe in one sentence a stranger would nod at, not by which tool had the most features. If you can't say the job in one sentence, the suite is still doing the choosing for you instead of the other way around.

  4. 1

    Felt this. Launched on Aug 25 — not featured, ~4 upvotes. Same lesson: PH rewards an audience you already have.

    What moved after that: talking to people who already do the job every week, not refreshing the leaderboard.

    Aryan's pick one job note is the one I keep coming back to.

    How are you choosing the first vertical when the suite still feels unfinished?

  5. 1

    Felt this. Launched on Aug 25 — not featured, ~4 upvotes. Same lesson: PH rewards an audience you already have.

    What moved after that: talking to people who already do the job every week, not refreshing the leaderboard.

    Aryan's "pick one job" note is the one I keep coming back to.

    How are you choosing the first vertical when the suite still feels unfinished?

  6. 1

    the shotgun comment hit home tbh, i launched 4 things at once last year and learned the same lesson. love that you're doubling down on the vc angle now, those engineers on linkedin are gold mines if you actually ask for feedback. good luck with the pivot!

  7. 1

    100% with Aryan on the shotgun approach. I learned the hard way that selling one specific pain point converts way better than a toolkit of five things nobody asked for. Glad you're pivoting to targeted outreach; that's where the real momentum starts.

  8. 1

    One distinction that's been useful for the channel question specifically, leaving vertical-picking to what's already been said here since that's covered well: before spending more time on any channel, ask whether it depends on an existing audience or on existing search intent. PH, most of X, and cold outreach to strangers all need someone to already be paying attention to you, which is brutal with zero audience. Places where people are actively typing "I need X that does Y", Q&A sites, niche forums, even old Reddit threads showing up in search, don't care about your follower count, they care whether your answer is genuinely useful. I'd treat Reddit carefully though: posting similar pitches across many subreddits in a short window looks exactly like spam to their detection, even if every post is worded differently. One genuinely helpful answer at a time works a lot better than a sweep.

    1. 1

      Great reframe: audience-channels vs search-intent channels. I'll answer questions where people already type the problem — one genuinely helpful answer at a time.

  9. 1

    Full transparency moment: I was so excited reading all of this advice that I mixed up a couple of my replies — sorry everyone! Reading 7 brilliant comments at once is like drinking from a firehose. 😅 I've re-read every comment carefully and posted follow-ups where needed. This community is incredible. Thank you.

  10. 1

    The feedback you got about "5 tools is a shotgun" matches what I've seen too. With a suite at $0 MRR, the thing that helped me pick a vertical wasn't picking the most interesting data, it was picking the buyer who already pays for a manual version of the job. For M&A signals that usually means someone currently paying an analyst to skim EDGAR filings and news every morning. If you can name three people doing that by hand, that's your vertical.

    One practical step before you relaunch: send five people a plain email with a live output from one scraper on a company they actually care about, and ask what they'd do with it. Replies tell you whether they want raw API access or a daily digest, and those are very different products with very different pricing. A ranking on a launch day is a poor proxy for demand, so I wouldn't read too much into #333.

    1. 2

      Thank you! Your point about selling the outcome (detecting market-moving events early) rather than the infrastructure (Apify scrapers) is a massive mindset shift for me. I'll be updating my outreach pitch to focus entirely on the lag time between my scraper and the press. Really appreciate the strategic breakdown.

    2. 1

      And your 'name three people doing it by hand' test is exactly what I'm running this week. I'll report back

  11. 1

    Appreciate the honest breakdown—reflecting on a flop and immediately pivoting to a focused strategy is what separates builders from watchers.

    A few thoughts on your questions about picking a vertical and positioning multi-tool suites:

    Unbundling the Suite: Packaging 5 scrapers into a single toolkit creates positioning noise. Picking VC/M&A analysts is a solid move because alternative data in finance has clear ROI (spotting hiring spikes or GitHub activity changes before a funding round). For that audience, highlight the SEC EDGAR + GitHub Trending combo as an early-signal tracker rather than pitching general "scraping APIs."

    Cold Outreach vs. Launch Sites: Product Hunt is built for consumer SaaS and developer utilities, not enterprise data pipelines. Direct outreach on LinkedIn to investment associates with a specific data sample (e.g., "Here's a list of 10 repos with 500%+ growth in stars this month") will yield far higher conversion rates than a public product launch.

    Refining the Story: The Stripe/OpenRouter rumor insight is your actual pitch hook. Sell the outcome (detecting market-moving events early) rather than the underlying infrastructure (Apify scrapers).

    Keep shipping and iterating on the feedback—the pivot to a targeted vertical is where the actual traction happens.

    1. 1

      And yes — unbundling. The SEC + GitHub early-signal combo becomes the pitch, and the Stripe rumor is the hook. Thank you!

    2. 1

      Thank you for sharing your experience. It's comforting to know your first launch was similar! Your advice to write in the places my users already are (like answering questions with actual work) is exactly what I plan to do next. And I'm definitely narrowing my focus to the single tool that works best (the HN tracker) as my core offer.

  12. 1

    The Beryxa feedback you got is the whole post. Five tools with no audience means five weak signals, and reviewers cannot tell what you do in one line.

    My first launch went the same way, 4 upvotes and no signups. The second one did better for a boring reason: I spent the two weeks before launch day writing in the places my users already were instead of building. For me that was two subreddits and one Slack group. I answered questions with actual work, no link, and by launch day I had about 40 people who recognized my name. That was the difference, not the launch page.

    The other thing I would fix is what you launch. Pick the single tool that solves the recurring job and make the tagline name that job, not the category. If your HN scraper story got attention in every conversation, that is your product telling you which one to ship. Launch that alone, put the others behind it as a roadmap.

    Also worth noting that Product Hunt is not the only shot. My best week of traffic ever came from one long comment on a thread where someone had the exact problem I solved. Nothing was for sale in it.

    1. 1

      You are completely right. Instead of sending a cold email to 30 strangers right away, I should leverage the warm audience I already have (the Tastemaker, the scraping engineer, and the VC who just connected with me today). It's a much easier bar to clear to test if they actually want a digest vs an API. I'm running that test today!

  13. 1

    The invisible-wins point and sitewhisper's digest-email test connect directly, actually — you already have the two things a cold digest usually needs and doesn't have: a proven signal (the Stripe/OpenRouter catch) and a couple of real people who've shown they'll engage (the Tastemaker, the scraping engineer). Most people running that test are sending to 20-30 strangers. You could send yours to a handful of people who've already demonstrated interest, which is a much easier bar to clear and a faster read on whether the format works at all before you scale it to cold names.

    Also, worth taking Aryan's shotgun note further than just "narrow to one vertical" — even within VC/M&A signals, "5 tools" and "1 tool serving 5 use cases" are still 2 different pitches. Worth deciding which one you're actually building before writing outreach copy, since the copy for those is completely different.

    1. 1

      Thank you so much. It was hard not to get discouraged by #333, but reading your comment really helped me see the bigger picture. The relationships with Abdullah (the scraping engineer) and the Tastemaker are absolutely the real wins here. Launching to zero audience is definitely a distribution lesson, not a product verdict. Thank you for the perspective shift!

      1. 1

        Glad it helped reframe it. #333 next to your name fades, the relationships with Abdullah and the Tastemaker are the part that actually compounds. Good luck with the digest test.

  14. 1

    The invisible wins section is worth sitting with longer than the launch numbers. A Tastemaker upvoting you and a stranger founder taking the time to write a real critique are both harder to get than 333 launch-day upvotes, and they're better proof someone found this worth engaging with. Launch-day ranking on PH is mostly a function of who already follows you there going in, it doesn't measure the product much at all. The two real relationships you walked away with are a stronger distribution signal than the number next to your name.

    1. 1

      Thank you — that framing means a lot. You're right that the relationships (the scraping engineer, the Tastemaker, the founders who wrote in) are the real distribution signal. I'm investing there first.

      1. 1

        Good luck with the relationship-first approach, that's usually the actual unlock past launch-day numbers.

        1. 1

          Thank you — that framing means a lot. You're right that the relationships (the scraping engineer, the Tastemaker, the founders who wrote in) are the real distribution signal. I'm investing there first.

  15. 1

    The vertical-first pivot makes sense.

    Why M&A signals for VC analysts specifically—did you see the strongest pull there, or is that still the hypothesis?

    1. 1

      Honest answer: still a hypothesis — but an informed one. I picked VC/M&A analysts because they're the buyers who already pay for the manual version of this job (analysts skimming EDGAR and HN every morning). This week I'm sending live, dated samples to a few named analysts to test the pull. If replies are cold, I'll follow the signal wherever its strongest.

    2. 1

      What would make an analyst actually change their workflow — asking for another sample, forwarding it internally, or agreeing to pay? That’s probably the cleanest pull signal.

      1. 1

        Great question — and I'll commit to measuring exactly that. My rule going in: a polite "thanks" = no pull. Asking for a second sample, forwarding it internally, or asking about pricing/recurring delivery = pull. Those three behaviors are now my yes/no gate for whether this vertical is real. I'll report back with which one shows up first — or if none do, and I move on.

        1. 1

          That’s a clean test. I’d be interested in seeing what comes back. If you’re open to it, what’s the best email to reach you on?

    3. 1

      Honest answer: still a hypothesis — but an informed one. I picked VC/M&A analysts because they're the buyers who already pay for the manual version of this job (analysts skimming EDGAR and HN every morning). This week I'm sending live, dated samples to a few named analysts to test the pull. If replies are cold, I'll follow the signal wherever it's strongest.

  16. 1

    Aryan's critique is the whole post, honestly: 5 tools is a shotgun. When I had a suite at $0, what unstuck me was picking the vertical by who already pays for the manual version of the job, not by who has the most interesting data. Analysts do pay for alternative data, but they buy coverage and reliability — "did this signal appear before the press, every time, with history I can backtest" — not an endpoint. That's a hard bar for a one-week scraper on Apify schedules, so I'd test it before committing months.

    Cheaper test than a relaunch: take your single strongest asset (the HN scraper that caught the Stripe/OpenRouter rumor early) and turn it into a weekly digest email of "signals we saw before mainstream coverage." Send it manually to 20-30 named people. If they open and reply, you've found the recurring job and you can sell the API behind it later. If nobody replies, you learned that in two weeks instead of two quarters.

    Two things I'd change in outreach: lead with a signal specific to something they cover (not the toolkit), and skip the PH page as your proof — a live dated example beats a launch ranking. Also, don't over-index on #333. Launching to zero audience is a distribution result, not a product verdict.

    What was the actual lag between your scraper catching that rumor and the press picking it up? If it's reliably measurable, that number is your pitch.

    1. 1

      And to your question about the lag: I'm pulling the exact timestamps now. Early read is "hours before mainstream coverage." If that number holds up reliably, it becomes the headline of my pitch — exactly as you said.

    2. 1

      "Pick the buyer who already pays for the manual version of the job" — this is brilliant advice. I completely agree. I'm going to focus on finding the analysts who are currently spending their mornings manually skimming EDGAR and HN for M&A signals. That gives me a very clear target for my outreach this week. Thank you!