Hey Product Hunt Tony and Steven here from ClawTeams.
Three days ago we launched ClawTeams, the first goal-driven, proactive AI team for e-commerce. We hoped for a warm welcome. What caught us off guard was how much the comments themselves would end up teaching us. We landed at #1 Day Rank, crossed 800+ points, and picked up over a thousand followers but honestly, the questions in the thread have shaped our roadmap more than any planning doc we wrote before launch. So I wanted to write down what we heard, what it changed, and where we're headed.
🎯 ClawTeams
Really interesting direction.
I'm curious—what's the biggest workflow where customers stop thinking of ClawTeams as "another AI tool" and start treating it like an actual teammate?
That transition feels like the real moat.
ClawTeams
@aryan787544 Love this framing — that shift is exactly what we're chasing. In practice it tends to happen the first time the team runs an end-to-end workflow the seller would normally have to project-manage themselves — e.g. "optimize these listings" turning into coordinated copy, keyword, and image work done in parallel, or a goal like "grow revenue 15%" getting broken down and executed with updates landing in Slack. The moment it delivers a real outcome without you assigning each subtask, it stops feeling like a tool you operate and starts feeling like a team you delegate to. You're right that that's the moat: trust from delegation, not raw capability.
Love the concept of treating AI agents like actual team members. One thing I'd find super useful is a simple performance dashboard per specialist showing what they shipped, time saved, and cost vs hiring a human for the same task, so I can actually measure ROI over time.
ClawTeams
@tahazgnkdof Thanks so much, Taha — really glad the "AI agents as teammates" framing resonates! Good news on the ROI front: we already have a budget management function that lets you track and manage your agent team's spend, so you can keep an eye on cost as you go. A fuller per-specialist view (what each agent shipped + time saved side by side) is exactly the direction we want to take it further. Would love to hear which metrics matter most to you!
Would love to see a quick weekly recap card in Slack showing what the team actually did and what it cost in API credits, so I can tell at a glance whether I'm getting real value or just noise.
Ada.im
Are users able to bring their own models or choose different models for different AI roles?
Ada.im
Agnes AI
I appreciate that ClawTeams separates execution from approval. That balance could make agentic work much easier to trust.
Ada.im
@cruise_chen That balance is central to the product: let the team execute, but keep approvals clear and deliberate.
CalPulse
This could be a really useful internal team for creating training materials, FAQs, and onboarding docs.
ClawTeams
@peilan_qin Thanks Peilan! You're right — while we're focused on e-commerce operations, that content-generation workflow (training materials, FAQs, onboarding docs) maps really naturally onto the same coordinated-team model. It's a use case we've seen resonate, and something we'd love to support more deeply. Appreciate you flagging it.
Honestly the "one goal, zero micromanagement" thing actually works. I tossed in a goal to cut ad spend waste and woke up to a slack thread with three specialists already debating keyword bids. Kind of eerie honestly.
Ada.im