... Introduction Customer expectations are evolving, requiring businesses to deliver faster and more personalized experiences. Traditional CRM systems help manage customer data, but they often lack the intelligence needed to drive meaningful engagement.  AI-powered CRM goes beyond traditional systems by combining intelligent automation with CRM Development to analyze customer behavior, streamline tasks, and strengthen customer relationships.  What Is AI-Powered CRM? AI-based CRM offers advanced customer management by employing technologies like predictive analysis, machine learning, and automation ... ... system analyzes the current business data, automates standard operations, and offers beneficial business insights, helping enterprises in the long term. Customised CRM Development can bring significant benefits for businesses to develop an all-in-one solution.  Why Customer Engagement

... When a company has 10 employees, engagement feels natural. Everyone knows what s happening. Communication is direct. Founders are accessible. Feedback loops happen organically. But somewhere between 50 and 500 employees, things start to change. I've noticed that many growing businesses don't struggle because they lack talent. They struggle because information, recognition, accountability, and collaboration become harder to manage at scale. Gallup research has consistently shown that engaged

... owns SMB and education, Microsoft owns the enterprise. Two companies now sit between your business and every email it sends. Spam filtering tells the same story. Gmail, Outlook, and Yahoo all run proprietary systems that analyze thousands of signals engagement history, sender reputation, authentication alignment, complaint rates. In February 2024 this got a lot more concrete. Google and Yahoo rolled out new requirements for senders pushing more than 5,000 emails per day: SPF, DKIM, and DMARC became mandatory ... ... Here's a scenario I see play out with my clients all the time: Client: "How can we improve our open rate?" ESP: "Here's a link to our deliverability documentation." Client: "Okay, it says we need to generate engagement

... DeFi and blockchain continue to improve, so too do prediction markets, which represent a large investment opportunity for many companies. By allowing individuals to forecast outcomes of actual events and various market conditions, these platforms continually encourage user engagement. Many of these platforms also derive several streams of income through transaction fees, commissions, and service fees. The integration of blockchain technology into prediction markets improves transparency, security, and consequently the level of trust in a prediction market, thereby attracting more ... ... Launch a Prediction Market Platform Like Polymarket 1. Define Your Business Model- Identify your target audience, revenue strategy, supported markets, and platform objectives. A clear business model lays the foundation for long-term growth. 2. Conduct Market Research- Analyze competitors

... marketing posts . Building an international audience in English, rather than just a local one, creates broader impact and better-paying clients . Indie Hackers. The community celebrates launches and values transparency . Sharing real numbers, the journey, and lessons learned generates engagement . Reciprocal support is common here. Discord, Slack, and Facebook Groups. Relevant niche groups are valuable, especially for B2B products . You need to participate genuinely first and follow the group rules. Some groups have dedicated self-promotion channels . Email lists. This ... ... negotiable. A mailing list of supporters ready to engage

... nudges. "You haven't journaled today." "Your streak is at risk." The standard playbook. It worked. DAU went up. But something felt off. We started reading what users wrote on the days they came back because of a notification vs. the days they came on their own. The difference was stark. Notification-driven entries were short, surface-level, almost performative. "Today was fine." "Nothing much happened." They were checking a box, not processing their feelings. The organic entries -- the ones ... ... where someone opened Murror because they genuinely needed to -- were longer, more vulnerable, more specific. These were the entries where real breakthroughs happened. So we ran an experiment. We turned off all engagement

... Algorithm Is a Values Statement Here is something that does not get said enough about social platforms. The algorithm is not a neutral tool. It is a values statement. Whatever the algorithm rewards, the community produces more of. Reward engagement bait, you get engagement

... behind them. Here is what the data says. The first hour is not the most important hour. The top 10% did not have more upvotes in the first hour. They had more comments in the first hour. Comments signal engagement. Upvotes signal approval. Engagement

... category Hunter activity Comment-to-vote ratios Historical launch trends My goal is to help makers answer questions like: Which categories are becoming more competitive? Which hunters are consistently active? When is the best time to launch? What engagement patterns correlate with successful launches? If you could see any Product Hunt metric or visualization, What Product Hunt metrics, comparisons, or historical trends would help you make better launch decisions? Comment from M. M. Carvalho(@m_m_carvalho): @oshylabs  This ... ... gotten thank you. You named something I half-felt but hadn't: rank is a vanity proxy; the signal is pull . All three are buildable from PH data, and they're going on the roadmap: Velocity shape (first 3h vs

... insight. Every journal entry got a thoughtful, confident analysis. Pattern recognition, emotional connections, suggestions for growth. Users were impressed. But something felt off. We noticed that our most thoughtful journalers -- the ones writing about genuinely complex emotions -- were engaging less over time. They'd write a deep entry, get a polished AI response, and then... nothing. No follow-up. No continued reflection. We dug in and realized: the AI's confidence was closing conversations instead of opening them. When someone ... ... deeper to clear uncertainties and move forward. Questions are a great way forward if you don't want to be absolute about it or if you can be transparent about some measure of confidence about analysis. Sometimes I stop engaging

... future?" asked Professor Thomas Reutterer, who led the research. A Graphite/Common Crawl analysis found that 86% of articles ranking high on Google Search are human-written. AI-generated content gets more impressions, but people still do not engage with it the way they engage

... self-reflection. They were stuck in loops writing the same anxious thoughts over and over, looking for reassurance the app couldn't give them. The product was becoming a crutch, not a tool. This forced us to rethink what "engagement" even means for a wellness product. We stopped optimizing for daily active usage and started tracking what we call "resolution rate" the percentage of users who journal about an issue and then naturally reduce their journaling frequency about that same ... ... space, are accidentally optimizing for dependency when they should be optimizing for resolution. The best product experience might be the one that teaches you to need it less. Curious if other founders have faced this tension between engagement

... post on X and hope the right person sees it. But when someone likes or retweets your tweet, they've already raised their hand and almost nobody follows up. I've been experimenting with auto DMs triggered by tweet engagement: the moment someone likes, replies to, or retweets a specific tweet, they get a short DM. Not a pitch just a question that opens a conversation. The conversion dynamic is completely different from cold outreach because there's already context ... ... They engaged

... tool you use: Drop-off patterns are more telling than total views. Where readers leave matters more than how many arrived. Read time per page exposes pacing problems that are almost impossible to catch in an internal review. High-engagement pages are as valuable as low ones - they tell you what format your audience actually responds to. If you publish recurring content of any kind and have wrestled with measuring whether it actually gets read - we would genuinely love ... ... powered flashcard app that turns webpages into study material with spaced repetition. Would appreciate a follow (see "PRODUCT HUNT LAUNCH" link in my profile). Comment from Aisha Muhammad yaya(@aisha_muhammad_yaya): This is a really strong content truth vs

... Something I've been thinking about since building in this space: the engagement problem with AI content isn't volume, it's recognition. When someone replies to your post and it reads like "Great insight! Really resonates with me," you know immediately it wasn't them. Not because AI wrote it but because it sounds like no one in particular wrote it. The replies that actually build relationships are the ones that sound like a specific person had a specific ... ... haven't solved it. If they post it with one word changed, we have. For people building in public or doing any kind of social-led growth how much do you think voice consistency matters for building an audience vs

... building Murror, we optimized for the same metrics every other app optimizes for: daily active users, session length, screens per visit. The dashboard looked healthy. Usage was growing. We felt good about it. But something was off. Our most engaged users were not our happiest users. People who spent the most time in the app were often the ones who left the harshest feedback. Meanwhile, users who opened the app twice a week for five minutes were writing us emails ... ... about how it changed how they handle difficult conversations. We were measuring activity when we should have been measuring impact. So we ran an experiment. For one quarter, we replaced our engagement

... numbers. When I show up in communities talking about food safety data, not pitching the app, just sharing what I've found, people engage differently than when they encounter the product cold. They ask questions, share their own experiences, and tell me what they wish existed. I haven't A/B tested "anonymous launch vs

... what's missing, right - because we don7t already have enough to do...? I genuinely want to know if I'm wrong, but I know of nothing but MentionFox.com that actually trains the LLMs to actively promote our products over competitors' offerings. Do you? Please do share in the comments. Yes, we are prepared to prove it. MentionFox offers the same to you: sign up with work email and give us three or more competitors

... months, our most requested feature at Murror was a chat function. Users wanted to talk to the AI the way they talk to a friend. It seemed obvious. Every competitor had it. Every feedback form mentioned it. So we built it. And within two weeks, our core metrics started dropping. Session length went down. Return rate went down. The thing users said they wanted was actively making the product worse. Here is what we discovered when we dug into ... ... anyone else experienced this? Built something users demanded only to find it hurt the product? Comment from Mona Truong(@monatruong_murror): @leah_josephine  That is something we talk about a lot internally now. We have started separating novelty engagement

... language people actually ask , not just what they type . Finding #5: One URL Can Carry You For Superwhisper, one single Product Hunt URL drove 1.6% of their ChatGPT visibility and 5.5% of Google AI Overview visibility. Compare that to competitors relying on dozens of Reddit threads and YouTube links. The signal: LLMs consider Product Hunt pages to have high authenticity and authority. One well-structured page outperforms dozens of lower-quality sources. Finding #6: Model Behavior Is Volatile ChatGPT updates ... ... last. OpenAI, Google, and Anthropic are actively working to address this. What the Top 10% Did Differently Synthesizing all the data, here's the playbook: Phase Top 10% Action Why Pre-launch (4-6 weeks) Built SEO foundation, engaged

... surprising moment? When the day started, there were a lot of strong products launching alongside us. It immediately became clear how competitive the platform really is. And the most interesting (and stressful) part we couldn t see competitor vote counts for the first 4 hours because they were hidden. That period felt very long. We had no idea where we stood, and that uncertainty tested our patience. It turned out to be one of the most intense yet rewarding days ... ... launching on Product Hunt is much more than just clicking the publish button. Here are some key things our team learned from this journey: Prepare Yourself And Your Product Launch tests mindset, messaging, onboarding, and stability, not just features. Engage

... Netherlands. It hit 1M+ impressions. And here's the weird part we got a ton of signups and paid users for Starnus from it. Without ever mentioning the product. Meanwhile, my "here's what Starnus does" posts? Way less engagement. This genuinely messed with my head. I'm sharing the actual X post below What I think happened: People connected with me as a person first, got curious, checked my profile, found Starnus, and signed up. The algorithm rewards content ... ... people actually want to engage

... your expectations realistic. Product Hunt is a community, not just a place to drop your link. If you want people to notice and support your launch, you should also spend time noticing and supporting others. The makers who consistently engage, comment, give feedback, and help other launches tend to build stronger momentum when it s their turn. Keep it up and good luck on your launch, bro! Comment from Bernardus Bambang Herjuno(@herjuno): @imtiyazmohammed  Love what you're building ... ... hour left to support us. https://www.producthunt.com/prod... Comment from Hellen charless(@hellen_charless): First of all I love how thoughtfully you re approaching this. That already separates you from launch and pray founders. Your question about strategy vs

... want customers on our platforms. However, a sign-up is very different from an engaged user who keeps returning and finding value over time. Creating the right user experience, without being too intrusive, spammy, or in your face , can significantly improve engagement

... sharing this with all those that are following along as we build out Trophy into the most flexible and accessible gamification platform there is! Here's what we shipped in Jan: New user preferences API Rate limit tiers New engagement analytics New user preferences API We've added a new API to help you build controls to allow users to personalize the gamification features you build with Trophy. We'll be adding more preferences to this over time, but right ... ... req/s Tier 2 100 req/s Most endpoints are Tier 2. At time of writing the Tier 1 endpoints are: Complete Achievement Metric Event API We'll continue to review tiers and make changes as necessary as needs change. New engagement