Your AI GTM Engineer
The future of GTM is here. nRev is a GTM wizard, trained on 10,000+ deployed marketing and sales engines. It consults based on what's working, builds and deploys automations, simply by having a conversation with it.
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GMA Community
"Hi everyone, Sayanta here, co-founder of nRev.We started building nRev when we couldn't find a single $1-50M B2B company running GTM on fewer than 10 tools.Clay + HeyReach + Trigify + n8n + 15 more, patched together. Every new experiment meant adding another in the line and sticking to them for the entire year.Rajat, Nikhil and I (ex-Mindtickle) kept walking into this same mess at every team we worked with. So we started fixing it. 10,000+ workflows later, today we're shipping 3 things:1. A brainstorming agent trained on every one of those 10,000 workflows. What worked in staffing. What broke in SaaS. Which motions compound for which ICP. Brainstorm strategy with it before you build anything.2. A CLI that turns Claude into a GTM engineer. 70+ data providers, skills, MCPs, the full stack.3. An AI builder that strips the technical tax. Describe a workflow in plain English. Agents build it, connect the tools, run it.The bigger bet underneath all three: most "GTM Saas" is prescriptive. The workflows are built to suit majority teams, but today AI allows us to design our motions that work best in our context and teams. We're closing that gap.Free to try, no credit card. I'd love your honest feedback on which of the three you'd actually use first, and what's missing for your stack.Massive thanks to our 100+ design partners who broke nRev in every possible way over the last year, and to Kevin for hunting us today. Rajat, Nikhil, Jay, Aradhya and I are all in the comments answering everything."
GMA Community
"Wow team! It looks awesome. Is it already monetized? Anyway, wish you all the best on this impressive launch"
GMA Community
"How is this different from Clay? Genuinely curious. Sounds like a different category but want to understand the line."
GMA Community
"nRev is the real deal. A month of beta testing culminated in me nuking four different subscriptions in one afternoon. The plain English builder is the sleeper hit here—everyone's going to underrate it on paper, but it’s the secret sauce for speed.thank you so much"
GMA Community
"Great launch, Once I set this up, can I trust it to run the exact same way every single time?"
GMA Community
"Fantastic stuff!"
GMA Community
"Are u only listening to LinkedIn and Reddit, or can it pick up signals from other public sources like X, Instagram, SEC filings, government data, news?"
GMA Community
"“Tried this today pretty interesting so far. Planning to use it for LinkedIn GTM for our product to drive B2B clients. Curious to see how well it handles platform-specific nuances though LinkedIn outbound and content strategy can get very context-heavy (ICP, tone, sequencing, etc.). If it can go beyond generic playbooks and actually adapt to that level, this could be a strong tool."
GMA Community
"Can I set this up to watch executive job changes in my target accounts and trigger a warm outreach the day they update LinkedIn?"
GMA Community
"What happens if something breaks midway? Can users' see what broke? this has been a major problem with some of the AI integration-type tools I've tried till date"
GMA Community
"Congrats on the launch @aradhya_shandilya @sayanta_ghosh @nikhil_ojha2 @rajat_jain5 !! I'd love to know from where are you pulling in signals from? I'd like to keep a tab of updates from some products I follow - what are they building, their communications, etc. What are your sources? They post across reddit, insta, linkedin too. Do you cover those too?"
GMA Community
"Massive congrats on the launch! ⚡️ I’ve been interning at nRev since February and seeing the team build this from the ground up has been incredible. It’s not just another tool. It actually replaces the mess of duct taped apps most GTM teams deal with. So proud to see the "AI GTM Engineer" finally out in the world! 🚀"
GMA Community
"Hi everyone, Bhavesh here! I'm a Founding Engineer at nRev. My focus has been building the underlying engine that powers everything the team have shared. While Nikhil and Daksh were perfecting the AI "brains," I spent my last year building the "body"—the platform that ensures those agents have a solid place to work. In GTM, "cool" doesn't matter if it isn't reliable. You can't run a $50M company on a system that "mostly" works. I've spent the last year obsessing over the platform's plumbing: ensuring that when an agent triggers a workflow, the data flows perfectly from the CLI or workflow to your CRM without a hitch. We built nRev so you could stop being a "tool integrator" and start being a "GTM Architect." We've taken the entire burden of managing vendors, fallbacks, and execution logic and baked it into the platform core. If you've ever had a workflow break in the middle of a massive campaign, you know my pain. I'd love to know what's the most "fragile" part of your current GTM setup?"
GMA Community
"Hey everyone, Amit here, Founding Engineer at nRev.Huge day for us. This has been a deep, hands-on build - taking GTM from a pile of stitched tools to something you can actually reason about, modify, and scale without friction.My focus has been on making the system behave predictably under real-world complexity. GTM workflows aren’t static APIs fail, data is messy, and edge cases show up at scale. We designed the platform to handle this natively: retries, fallbacks, state management, and observability are not add-ons, they’re core.The goal was simple: you describe intent, the system figures out execution - reliably.If you’ve ever had a campaign break because one integration failed or spent hours debugging a workflow across tools, I’d love to hear where things usually fall apart for you."
GMA Community
"Excited for this launch!The problem around GTM being too tool-heavy and manual is very real. @nRev feels like a strong step towards simplifying that.Would love to know, what is the most painful part of your current GTM setup?"
GMA Community
"As a GTM engineer working in a Startup, I know how hard it is to run experiments to figure out what's working. nRev is solving this by giving you an anlysis if what's working in your space and most importantly, it even goes ahead with helping you deploy and enable the automation."
GMA Community
"Hello PH,Harsh here. The non-engineer on this thread, and the person who runs ops at nRev.The thing I'm proudest about is the moment I realised I don't need an engineer to ship a real workflow.What hit me: I sat down to build a workflow I'd already half-designed in my head. The brainstorming agent spent 10 minutes asking the kind of questions a senior GTM operator would have asked me on a Zoom. By the end I was building a different, better workflow than the one I walked in with.That "brainstorm before build" sequence is the part that actually respects strategists. It catches the strategy gap in your workflow before you spend an afternoon turning it into runs.Do try it out.Would love your feedback."
GMA Community
"Saw this launch as soon as I started thinking about expanding into B2B GTM, definitely going to try it. Congrats on the launch."
GMA Community
"Hi PH, Aradhya here. I head Product at nRev and have been on the founding team since day one.When "AI builds it" enters any pitch, every product person quietly worries about the same thing. The magic demo problem. Looks beautiful in a 60 second video. Falls apart at workflow building.We have spent the last year obsessing over the unglamorous half. What happens when an integration breaks at midnight. What happens when a user describes a workflow that's actually 3 workflows tangled together. What happens when the same prompt produces slightly different results across two runs.The product decision I'm proudest of is putting the brainstorming agent in front of the AI builder, not after it. Most teams come to nRev wanting to build a workflow they already had in mind. Half the time, after 10 minutes of conversation with the agent, they realize the workflow they wanted to build wasn't the one that would actually move their numbers. They change the plan before writing a single workflow.That moment, watching someone rethink their motion before touching the builder, is what convinced me we shipped the right thing.Honest ask for anyone trying nRev today. Start with the brainstorming agent. Even if you never build a workflow on us, tell me where the agent fell short of what you'd expect from a great operator sitting next to you. That feedback shapes the next 6 months of our roadmap."
GMA Community
"Hey PH, Jay here, founding growth marketer at nRev.Quick context: I'm the only non-engineer in this comment thread.Before nRev, I was the marketer at every previous company who personally bought Clay, HeyReach, Smartlead, n8n, Make, and a dozen more. I have worked with more spread sheets than any growth marketer should. I have apologized to more founders about tool sprawl than I'd like to admit.So when Sayanta and Rajat showed me the early AI builder, I genuinely tried to break it.Built a multi-step LinkedIn warm-up sequence with intent triggers, dedupe logic, and a fallback for when our enrichment provider returned junk. The kind of workflow that usually takes me 3 days in n8n and another day debugging.For any marketer or SDR leader scrolling this, I would be deeply thankful if you could give the brainstorming agent a spin and let me know your thoughtsorDrop your hardest GTM problem in the replies. I will personally walk you through how I'd attack it on nRev."
