30 days ago I posted here with $0 revenue. Here's what actually happened next.

Exactly — and the frustrating part is YouTube never tells you it's happening. No notification, no warning, just silent invisibility. I only figured it out by accident when someone mentioned they couldn't see a comment I had just posted. The curiosity approach actually converts better anyway because someone who searches for TruthScore themselves is far more motivated than someone who mindlessly clicks a link in a comment. They've already decided they want it before they even land on the site. Are you doing any comment marketing yourself or have you found other distribution channels that actually move the needle?

This comment means a lot — genuinely. The hardest part of building something with zero traction is feeling like you're the only one going through it. You're not. How long have you been at it and what are you building? Drop it below — I'll try it and give you honest feedback. The least we can do for each other is show up and pay attention to what someone else is creating.

Garbage spyware' after 25k views is the kind of public gut punch that either ends a project or clarifies it completely. The geofencing explanation probably felt obvious to you and completely sinister to someone who didn't know what the app was doing or why. Trust is the product before the product is the product — nobody uses something they don't understand even if it works perfectly. The real time skatepark tracker is a genuinely interesting idea by the way. The distribution and trust being harder than the product is the thing every builder learns alone because nobody puts it in the tutorials. How did you handle the spyware comment — did you respond publicly or let it sit?

You've put your finger on exactly the thing that keeps me up at night. Honestly — I think you're right. The gate captures emails but the jump from email to $9 is where people fall off. The free tier gives you the score and the flags which might be satisfying enough that there's no felt urgency to upgrade. The popup appears 5 seconds after results but it's asking for money from someone who just got what they came for. I'm starting to think the free tier needs to give less — maybe just the score with no flags at all — so the $9 feels like the obvious next step rather than a bonus. Have you solved this kind of conversion gap in something you've built? Genuinely asking because you clearly understand the problem better than most people who've looked at this.

The shadowban thing genuinely broke me when I figured it out. Months of comments, zero clicks, and I kept thinking the product wasn't good enough. Turns out YouTube was just silently hiding everything with a link in it and showing me my own comments so I'd never know. The raw numbers felt embarrassing to share honestly but I figured if one person building right now avoids the same mistake it's worth the vulnerability. What are you building? Always curious who's reading these.

That Marshall moment genuinely humbled me. My first instinct was to get defensive — the algorithm flagged something, it had a reason, I could have argued it. But he was right and arguing would have been the worst possible response in front of his entire audience. Owning it publicly and fixing it quietly felt like the only move that made sense. The '0 quits' thing isn't bravado by the way — there have been nights where I was completely done. The difference between quitting and not quitting is usually just going to sleep and waking up the next morning. Rooting for you too — seriously. When you hit those first 5 signups come back and tell me. I want to hear it.

What changed was stopping the link entirely and just posting the actual data — the score, the flags, what the tool found — and letting people be curious enough to search for it themselves. Almost immediately comments started getting replies and engagement instead of disappearing into the void. But honestly the bigger mindset shift was stopping treating every comment as a marketing opportunity and starting to treat it as genuinely useful information for whoever was reading it. When the intent changed from 'get clicks' to 'actually help this person decide whether to trust this video' the responses changed completely. Had a SaaS creator reply to one of my comments saying 'I have no idea what this is but thanks' — that felt like more validation than a hundred silent clicks ever did. What made you ask — are you running into distribution walls yourself?

This is one of the most useful things anyone has said to me since I started building. You're completely right — every platform has its own version of the shadowban and they all punish the same behaviour: outbound intent. I was so focused on getting the link in front of people that I never stopped to ask whether the link was even the right mechanism. The Marshall callout being a gift took me a day to see clearly. In the moment it felt like public embarrassment. In hindsight it was the most specific, actionable, free product feedback I've received — a real creator, a real false positive, a real fix. No amount of user interviews would have surfaced that as cleanly. Your point about designing distribution that doesn't depend on the link at all is something I'm going to be thinking about for a while. TruthScore results are inherently shareable as content — scores, flags, comparisons — without a single link needed. I've been underusing that completely. Are you building something right now or mostly in the distribution and growth side of things? Either way I'd genuinely value your perspective on what you've seen work.

Distribution has been YouTube comments, X posts, Dev.to blog posts, Pinterest, Reddit when my account karma allows, and Indie Hackers. YouTube comments were the most consistent but as I just discovered most of them were invisible the whole time. The general media scan idea is something I think about a lot honestly. Right now TruthScore is laser focused on YouTube because that's where the make money online scam problem is most concentrated and most measurable — there are real data signals to work with. But you're pointing at something bigger. A tool that scans any piece of online content — a tweet, a news article, a TikTok, a podcast — and tells you whether to trust it. That's a different product entirely but it's the natural direction this points toward. The YouTube focus was a deliberate starting point not a ceiling. The AI layer on top that actually verifies claims against real world data is the version I want to build when there's enough revenue to justify the API costs. Right now I'm just trying to get to $9. But I'm writing this down. Thank you for thinking bigger than I was thinking today.

That line came from a really dark night honestly — I needed to believe something that wasn't 'wait for luck.' Reframing consistency as preparation for a moment rather than a replacement for one changed how I showed up the next morning. The first 100 real humans thing is exactly where my head is now. I have 13 email subscribers and I know more about their behaviour than most funded startups know about their first 1000 users. One of them scanned a fitness video. One scanned a blood sugar supplement. One came back three times in a week. That's not data — that's people. What are you building in the community space? Always curious what's pulling people's attention right now.

The Marshall thing stayed entirely in the comments which in hindsight was the right call — keeping it public meant anyone watching the exchange could see the accountability in real time. Taking it to DMs would have looked like damage control. The Reddit shadowban experience you're describing is identical to what happened to me on YouTube — the platform shows you your own content normally so you never suspect anything. The friend checking incognito is such a simple thing that most people never think to do and it changes everything you thought you knew about your distribution. The 'describing the workflow instead of dropping the link' doubling your reply rate proves the same thing I discovered — when you remove the link you stop looking like you want something from people and start looking like you're just sharing something useful. The intent reads differently even when the content is identical. How is Captio doing now — did pulling the link translate into actual downloads or just better comment engagement?

Progress that doesn't show up in Stripe yet' — I'm writing that down and putting it somewhere I can see it on the bad days. That reframe is genuinely useful. The Marshall thing took me 24 hours to see clearly as a win. In the moment it felt like public humiliation on someone else's platform in front of their audience. But a creator with a real channel taking time to call out a specific false positive is infinitely more valuable than silence. Silence tells you nothing. A public callout tells you exactly what's broken and forces you to fix it in front of everyone which means you can never quietly ignore it. The shadowban lesson compounding into 'post less, say more' is the counterintuitive distribution truth I wish someone had told me in month one instead of month six. The 13 humans thing — I keep coming back to this. 13 people I didn't know six months ago looked at something I built, decided it was worth their email address, and came back. That's not nothing. That's actually everything at this stage. Thank you for this comment genuinely — you've given me more clarity in two sentences than most conversations give me in an hour. What are you building?

The invisible grind is the part that breaks most people honestly — not because it's hard but because it's silent. At least a public failure gives you something to react to. Six months of comments nobody saw, videos with 17 views, a PayPal sitting at zero — there's nothing to push against. You just have to keep going on faith that the work is compounding somewhere even when you can't see it. The false positive thing — I think founders get defensive because admitting the product is wrong feels like admitting the whole thing is wrong. But a specific, targeted, public callout is the opposite of that. It means someone cared enough to engage. Marshall could have just rolled his eyes and moved on. He didn't. That's actually a gift. The 13 subscribers thing keeps coming up in these comments and I think collectively you're all telling me something I needed to hear — that I've been measuring the wrong thing. I kept staring at the Stripe balance instead of looking at the humans. The consistency line came from a really desperate place if I'm honest. I needed a reason to open the laptop the next morning. Turns out reframing the work as preparation rather than waiting was the thing that kept me going. What's the invisible grind looking like for you right now — are you in it?

Thank you — genuinely. Some days the only thing that keeps the laptop open is knowing someone somewhere is watching the journey and finding something useful in it. That means more than you know. What are you building?"

BillWatch is solving exactly the right problem in exactly the wrong distribution channel — and you already know it which means you're ahead of most people at your stage. The dentist complaining on Reddit about Medicare reimbursement six months late is your user and your distribution channel at the same time. That's actually a gift. The 'exact coordinates for where the model breaks' line is the best description of public false positives I've heard. Every creator who called out a wrong score handed me a precise failure mode I couldn't have found in a lab. Checking out billwatch-landing.vercel.app right now — rooting for you.

The case study idea is the most actionable suggestion I've received in this entire thread and I'm implementing it this week. 'I scanned X video, here's what it got right, here's what it got wrong, here's what changed in the model' is exactly the kind of content that builds trust in a scoring product because it shows the reasoning not just the output. People don't trust black boxes. Showing the work openly is the antidote. The $0 revenue posts being more useful than fake MRR screenshots — yes. I'd rather be honestly broke and learning than quietly pretending. Thank you for this one specifically.

You're right and I think about this more than I let on publicly. The 'new account plus outbound link equals spam' treatment is platform agnostic now — YouTube, Reddit, LinkedIn, they all do versions of it. The curiosity pull working better than the forced click has been the most counterintuitive and most confirmed lesson of the last six months. The false positive handling being more important than getting it right the first time is something I wish I'd understood earlier. Users don't expect perfection. They expect honesty when things break. Thank you for reading this carefully enough to pull that out.

This is the comment I needed to sit with before replying to. You're not wrong. TruthScore as a name describes exactly what the product does today — and you're right that literal names start feeling small when the system grows bigger than the original function. The 'signal intelligence product' framing is genuinely how I think about where this is going — reading hidden incentives, surfacing risk, detecting pressure tactics people didn't notice. That's bigger than a YouTube score. I'm not changing the name today because brand recognition at zero is still zero and consistency matters right now. But I'm writing this down and I'll come back to it when the product earns the right to a bigger name. Genuinely one of the most useful comments in this thread.