... middle. The system intercepts the signal, but automatically checks company headcount, tech stack, and deal size fit before the lead ever hits the CRM. For the founders, growth marketers, and RevOps folks here: When you run signal-based outbound for your own startups, how do you handle the filtering? Do you rely on manual research to qualify these signals, or have you found tools to automate that middle step? Would love to hear how you structure your own outbound

... Every outbound tool now claims it can write emails that sound handwritten. Scrape a LinkedIn profile, pull recent posts, mention a specific detail, and the email reads like a real person spent five minutes on it. Reply rates on individual campaigns can look great for a while. But inboxes across the internet are filling up with the exact same pattern of "I saw you posted about X" openers, and spam filters are getting better at catching bulk sends that mimic ... ... spam filters and to prospects who've seen the pattern before. It feels like the more "personal" outreach becomes at scale, the less it actually reads as personal to the person receiving it. For founders and marketers who run outbound

... been thinking about a problem that probably hits a lot of early B2B SaaS teams. Outbound is useful early because you control who you speak with and learn quickly from objections. But it also creates a dependency: stop reaching out, and the pipeline can slow down. We re now comparing that with partnerships and referrals. The trade-off I see: Outbound

... certain is where people draw the line between helpful automation and uncomfortable delegation. For example: - Is it enough for the agent to say it is an AI assistant, or should it name the exact scope of authority? - Should every outbound action require a visible confirmation, or only irreversible ones? - What counts as a meaningful disclosure for call summaries, transcripts, CRM updates, or follow-up texts? - If the agent makes a mistake, what is the fairest repair path for the person ... ... builders and operators think about the disclosure boundary here, especially in voice workflows where trust can disappear fast. Comment from Anuj(@getosmo): I like the repair-path framing. The only nuance I would add is that confirmation on every outbound

... Most small agencies don t have a bad offer. They have an inconsistent pipeline. One week they manually search for prospects. The next week they are busy delivering client work. Outbound stops, follow-ups get forgotten, and revenue becomes unpredictable. We built Sumora to solve this. You give it your website and ideal customer. Sumora then helps you: Find relevant prospects matching your ICP Identify hiring, growth, content and other buying signals Draft personalized LinkedIn, Instagram and email outreach Organize ... ... review replies Give you a free 7-day trial No setup fee. This is for agencies that: Already have a clear service Have delivered results for at least one client Can onboard new clients Are serious about testing outbound

... agency (Appfoster), managing outreach for both ourselves and our clients. At one point, a single outbound campaign meant paying for  five different tools : LinkedIn outreach Cold email Email warmup Content creation & scheduling CRM Every tool solved one problem, but none of them really worked together. The result? We spent an unreasonable amount of time exporting CSVs, switching tabs, updating contact statuses, and figuring out where the latest conversation actually happened. The breaking point wasn't a single ...

... paid conversion. 25%+ with PQL. Webinars (live): 22-33% CTA conversion. High-engagement webinars hit up to 69%. AI search (GEO/AEO): 4-5x higher conversion than traditional organic. One B2B study found AI-referred traffic converted at 7.12% vs 1.37% for organic. Another found 14.2% for AI traffic. Quora: 2-5% conversion. 35% of B2B decision-makers answer questions on Quora. Reddit: 0.3-1.5% post-to-customer conversion in fit subreddits. CPC of $0.50-$2.00 vs

... have generated roughly an 11-14% reply rate. Not every response is positive, but it has become one of our most reliable ways to start conversations. Our growth so far has come from a mix of: Dogfooding our own outbound product Founder-led sales Sharing our progress on Reddit, LinkedIn, and X Building a knowledge hub (SEO) Product Hunt Reddit ads, which we have only just started testing We launched the fundraising product on Product Hunt earlier this year ... ... wants. Looking back is there one distribution channel you wish you'd invested in earlier? Comment from Sansa Grey(@sansa_grey): I really appreciate that you're sharing both wins and uncertainty. What's one assumption you had about outbound

... nothing is certain. While building it, one problem kept hurting us: consistently finding and reaching the right customers. That became the starting point for our next company. Today, we launched Sumora on Product Hunt. Sumora is an AI LinkedIn outbound agent that finds relevant prospects, researches them, writes personalized outreach, manages follow-ups, and helps turn conversations into meetings. LinkedIn outbound

... agent didn't just act, it acted with someone's credentials, someone's access, someone's blast radius. and when it goes wrong, the audit trail usually can't tell you what the agent was actually authorised to do versus what it happened to have access to. those are different things and most systems conflate them. honestly that's a big part of why we're building MonoCloud the way we are. scoped identity for agents so the blast radius ... ... people getting comfortable, which you already said yourself. Does Pushary let the customer define that ladder, or is the destination something you configure for them? Comment from Aria(@ariajinling): I agree: degradation has to be an explicit, author-authored alternative

... trust problem. People want to remove the repetitive work. They do not necessarily want to hand over the decisions that can damage their reputation. I think a lot of AI products are automating the wrong part. In outbound, pressing send is the easiest part. The actual work is: figuring out which companies are genuinely relevant, researching what is happening inside them, finding the right person, verifying that the contact information is real, understanding why they might care right now, writing ... ... autonomously, or do you mostly want them to prepare better work for you to approve? Comment from Nipun Taneja(@nipuntaneja): This is the right distinction. Most users don t want full autonomy first. They want better prepared decisions. In outbound

... about momentum. Great points you raised! Comment from Abusaid islam said(@abusaid_islam_said): @busmark_w_nika  Haha, absolutely! Coffee is definitely a must-have for launch day And to answer your question yes, 100%. Doing a quick "competitor research" on Product Hunt is one of the first things I do. But I don't check to get discouraged by competition; I check to learn: The Positioning: How did they present the solution? What resonated with the PH community ... ... away from stripe, it's the same parent. the roadmap's gone pretty quiet there too. if the whole point is not having stripe as a single point of failure, polar or creem or paddle are the real alternatives

... community! Just hunted Leadping , an AI-powered sales engagement platform that automates outbound across email, SMS, and business calling, with built-in follow-up sequencing. It's already got a live API and a published SDK, so it plugs straight into existing sales stacks rather than being another standalone tool. Would love for you to check it out and share your thoughts, especially curious what folks think about AI handling SMS/calling outreach vs

... media, and more) with standing responsibilities and a quality bar, so trust can accumulate in a role over time instead of being re-explained every session. Oversight tiered by consequence. Reversible, low-cost actions just flow; sensitive ones (payments, outbound messages, public posts) escalate to you for approval. The goal is that the only things reaching you are the things that genuinely need a human. Hard money and authority controls. Per-task budgets that cap and stop, per-staff usage ... ... each time. Money and anything touching production are the other two, but the byline one is the one I'd never soften, because a bad deploy is revertible and a bad sentence in my voice isn't. On manager vs

... clock session. First one was mostly around fundraising, early founder problems, and general how do I not waste 6 months doing the wrong thing chaos. This one will be more GTM focused. Basically: getting first users, founder-led sales, outbound, positioning, figuring out who actually cares, and all the painful stuff that sounds obvious until you are the one trying to do it. The format is simple: founders talking to founders. No webinar. No sales guru energy. No I scaled ... ... working, and hopefully helping each other avoid a few dumb mistakes. Organized by Causo, same as last time. Good fit if you are: trying to get your first users or customers working through GTM doing founder-led sales testing outbound

... approve/edit before anything goes out works from your inbox Why I think it is better: It starts from the actual sales angle, not from give me 500 marketing managers in SaaS. That matters because the hard part of outbound is usually not sending the email. It is knowing who is actually worth emailing and what the hell to say to them. Would love feedback from founders, sales people, agencies, and anyone doing outbound

... This is the exact advice I d give someone who asked, How do we actually find and close our next 100 customers without burning out or wasting budget? 1. Know what you re actually buying Most B2B teams mix outbound, content/inbound, paid, and partnerships. Each channel buys something different: - Outbound

... Cursor: coding Supabase: backend and auth Vercel: hosting GitHub: version control Google Search Console: SEO Campix: my own project, camp software, yes I'm biased Comment from Hans Desjarlais(@ismaelyws): Gmail Calendly Claude Code Google Docs & Sheets VS Code Comment from Bill Davis(@billspaced): @nolan_vu  Slack, not because I love it but because everything dies without it. YESSSSSSSSSSSSS Comment from Bill Davis(@billspaced): @riya_pariyar   @benfleming   @asapx  same question... never heard ... ... development, infrastructure, security, and automation: 1. Claude Code: for exploring large codebases, reviewing architecture, debugging difficult issues, and automating repetitive engineering work. 2. Cloudflare: for DNS, application security, traffic protection, caching, and managing services at the edge. 3. VS

... made them succeed or fail? For those who've sold into small/mid-sized businesses, what's usually the biggest blocker to adoption price, integration effort, or something else? Is there a feature here that seems like a "nice to have" versus something that would actually change behavior? Would appreciate any perspective, whether from experience building similar things or just as someone who's dealt with this as a customer or business owner. Comment from Tommy Kang(@sjtkang): What I'm building ... ... worth ad dollars at a tiny budget, and which are a money pit? I'm doing daily build-in-public content on TikTok, YouTube Shorts, and X, but I honestly can't tell yet what's driving downloads versus

... curious what numbers look like for founders and agencies running outbound in 2026. Between: Google Workspace inboxes Domains Email warmup tools Deliverability monitoring Other email infrastructure costs How much are you spending per month? Also: How many inboxes are you running? What tools are you paying for? What's your average monthly outbound

... needed sharper positioning, and where the real market curiosity was. It made me think: Product Hunt is not just a launch day. It might be the first GTM test. Before running ads. Before writing 50 SEO articles. Before scaling outbound. Before building a full sales motion. You get a compressed day of: positioning feedback objections use cases audience signals competitor

... actual insight, and it's bigger than it looks: making the notification say why it's waiting is what turns a ping into a triage. "Done" makes you tab back to find out what "done" means. "Needs approval vs finished vs

... interesting learnings while building: SIM-based workflows are still massively underrated Many SMB sales teams prefer simplicity over enterprise complexity Real estate and insurance teams care more about speed than dashboards Mobile UX matters more than feature count for outbound teams We're now exploring: AI-assisted lead prioritization smarter follow-up recommendations automatic disposition suggestions outbound

... architecture. Real data, not vibes. The agents are wired to industry-grade data partners Bombora for buying-intent signals on millions of companies, Prospeo for B2B firmographics + hiring data, Hunter for verified email resolution. The reason AI outbound gets a 1% reply rate is the underlying lead data is garbage. Fix the data layer and the same model writes copy that lands. 30+ agents shipped across sales, marketing, operations, support and research. They don't run as 30 disconnected chatbots ... ... hear from this crowd on mazori ai: How are you handling human-in-the-loop for autonomous agents in production? Slack approvals, web UIs, something else? Anyone else putting agent activity into the existing work management surface (Jira/Linear/Asana) vs

... building RevCore.AI an AI GTM copilot designed to help B2B SaaS teams: Identify their best-fit customer Detect wasted ad spend and pipeline inefficiencies Generate AI-powered outbound messaging and campaign ideas Improve conversion rates across sales + marketing Turn GTM decisions into measurable revenue outcomes The vision is simple: Instead of teams guessing where to spend money, who to target, or what messaging converts RevCore helps them see the highest-leverage opportunities instantly. Still early, but we re actively building ... ... marketers A few things I d love thoughts on: 1. What s the hardest part of building predictable pipeline today? 2. What GTM tools do you feel are overcomplicated? 3. Would you trust AI to guide ad spend + outbound