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4 contributions to AI Automation Society
People will complain about a problem for free forever
Everyone hates reading contracts. Everyone's been burned. But pay $X/month to fix it? Different story. I can build the software. But if the pain isn't expensive enough, I'm just coding myself into a corner. How do you actually test if someone will pay vs. just complain?
1 like • 14h
@Hicham Char That's smart - actual money on the table is the only real signal. What do you think is a reasonable discount for pre-sale? Like 50% off lifetime or first year at a lower price? Trying to figure out the right offer that's compelling but doesn't devalue the product too much.
Cool tech. Zero buyers. (I see this every day)
Saw a post earlier about someone building an AI lead scorer. Cool tech. But here's the thing — who's buying that? If you pitched me "AI lead scoring tool," I'd ask: okay, where are the leads coming from? If you pitched me "we'll deliver 15 qualified calls a month with decision-makers in your ICP," I'd ask: how fast can we start? See the difference? People don't buy AI. They buy outcomes they can't easily get themselves. Pipeline is one of those outcomes. Especially for B2B companies that know outbound works but don't have the time or team to do it right. That's why the AI cold outbound agency model is the fastest monetization path. You're selling meetings, not software. If you're technical but stuck on what to sell, drop a comment.
1 like • 2d
@Deo Kotev Mostly building in public on X and engaging in communities like this one right now. Still early stage (validation/waitlist phase) so just talking to people who have the problem and figuring out what they actually need. Would definitely be down to hear what's working for you though. Always looking to learn from people who've done outreach at scale.
1 like • 14h
@Deo Kotev Appreciate it! I'm more active on X though - what's your handle? Happy to connect there and chat about what's working for you.
LLM use
Which AI do you ACTUALLY use the most?
Poll
65 members have voted
1 like • 2d
@Muskan Ahlawat Yeah, Claude handles JSON really well! It can parse, validate, transform, and generate JSON without issues. Works great for API responses, config files, data transformation, pretty much any JSON task. What are you trying to build with it?
1 like • 2d
@Muskan Ahlawat Im confident that it works, as I use it for code debugging for my software build. It can tackle a more complex problems effectively, and it also doesnt hallucinate, so definitely recommend it
When automation makes things worse
A lot of AI automation fails not because the tech is bad, but because the wrong process gets automated. If a process is unclear or constantly changing, automation doesn’t fix it, it just speeds up the mess. I now ask myself one thing before automating: would this still be a problem if it ran instantly? If yes, it’s probably a process issue, not an automation one. How do you decide what’s worth automating?
1 like • 3d
@P D I think about it backwards now. Instead of "can this be automated?" I ask "would I be okay if this happened 100x faster?" Because if the process sucks, automation just scales the suck. For me it's: is this repeatable, is the output predictable, and does it actually save time vs just move the bottleneck somewhere else. Still mess this up constantly though.
0 likes • 2d
@P D appreciate it man learned that one the hard way a few times
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@daniel-ronai-3442
Building Clauso

Active 14h ago
Joined Dec 14, 2025
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