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Been building AI chatbots and voice agents for a few months now, mainly targeting real estate businesses. My current outreach is cold emails and WhatsApp messages — open rates are okay but conversions are basically zero.

I’m not here to pitch anything. Just genuinely curious how others in this sub landed their first few niche clients — especially if you were going after a specific vertical like real estate, home services, healthcare, etc.

A few things I’m wondering:

∙ Did cold outreach ever work for you, or did you get traction a different way? ∙ How specific was your targeting? (Industry, company size, geography?) ∙ Was there a demo or proof of concept that actually moved people? ∙ Any platform that worked better — LinkedIn, Reddit DMs, Upwork, local Facebook groups? 

My hypothesis is that my messaging is too generic and I’m not hitting the right pain point. But open to being completely wrong. What did your first real conversion actually look like?

just wondering, do you guys actually want your AI companion to do useful stuff?

been thinking about this lately, apps like Replika and c.ai have massive engagement, but they’re basically pure conversation. meanwhile tools like ChatGPT and Claude are useful but totally different.

Seems like there’s an obvious gap here? Something that combines the relationship layer with actual task execution, but I’m not sure if that’s something people actually want, or if adding utility would break the magic.

for those of you who use both types of apps, what’s your experience? do you wish your companion could do real things, or does keeping them separate work better?

Genuine question to this community.

Every chatbot platform I’ve looked at measures response time, deflection rate, CSAT. None of them measure: was the answer actually correct?

The bot could be confidently wrong 40% of the time and the dashboard would show “great performance” because tickets were “resolved.”

I’ve been building a support agent that does this — tracks accuracy per topic category based on real human feedback. When the bot has been wrong too often on a specific topic → automatic handoff instead of guessing.

Live demo if anyone wants to try it: https://7611-2a00-6020-479c-a300-fd00-39bb-6853-6da8.ngrok-free.app

Try asking a shipping question (bot answers) vs. a medical question (bot hands off). That’s the whole idea — answer only what you actually know.

Would love to hear from people running chatbots in production: how do you currently catch when your bot is wrong? Manual log review? Customer complaints? Or do you just not know?

“I’ve spent the last year looking at how mid-sized businesses handle customer communication, and I noticed a massive pattern: The ‘DM Fragmentation’ Trap.

Most teams have sales reps on personal WhatsApp numbers, a support person on Instagram, and an intern checking Facebook.

The Result?

1. Data Silos: The CEO has zero visibility into what’s actually being said to customers.
2. Slow Response: Leads go cold in 5 minutes, but the team takes 2 hours to see the notification.
3. Burnout: Support teams answering the same “What is the price?” or “Where is my order?” question 100 times a day.

How we solved this (The Framework): We moved away from ‘chatting’ and toward an ‘Official API System.’ Here is the exact stack we implemented:

• Centralized Shared Inbox: Every message from WhatsApp, IG, and SMS now hits one dashboard. No more ‘Who’s handling this?’
• The 80/20 Rule with AI: We built a no-code bot to handle the 80% of routine FAQs (Price, Location, Tracking). This leaves the team to handle the 20% that actually requires a human to close the sale.
• The CRM Bridge: We finally synced the chats to our CRM . Now, if a customer chats on WhatsApp, the sales record updates automatically.

The Impact: Our response time dropped from 45 mins to <1 min (instant for FAQs), and our conversion rate jumped because no lead is ‘forgotten’ in a hidden folder anymore.

I’m happy to share the logic we used for the automation flows or how we got the Official Business API setup if anyone is struggling with the same mess.

What are you guys using to manage high-volume WhatsApp/Social sales? Any tips on keeping it organized?“

Genuine question for this community. I’ve been thinking about the difference between AI NSFW tools where you interact with characters (chatbots, image generators) vs. something where you’re actually IN the story as the main character.

Imagine you upload a selfie and it gets transformed into a character and that character IS you in an interactive visual novel. You make choices, the story branches and art is generated for each scene. Your face is the main character throughout.

My gut says this could be way more immersive than just chatting with a bot. But I also wonder if people actually want to see themselves in these scenes?

Honest takes, curious to hear your thoughts!

Hello everyone,

I keep seeing people mention using a Twitch chat bot and I’m honestly curious whether it actually helps or if it’s just asking for trouble. My streams are pretty quiet, and having an empty chat makes it hard to keep any energy going. I figure if the chats looked a little more active, viewers might actually stick around instead of bouncing immediately.

The problem is, I have no idea where to start with any of this. I tried something cheap a long time ago and the messages it sent were terrible, so that experience kind of scared me off. Now I’m back to thinking about it again because nothing else has worked to get my chat moving.

What I’d want from a Twitch chat bots is something that sends normal looking messages and doesn’t get my channel banned. That’s really it. I don’t need anything fancy, just something that makes my stream look like people are actually watching and talking.

Any tips or personal experiences with this would really help.