... could put as much money as possible into the product and the people building it. That sounds honourable. In reality, you re adding more pressure to your life at exactly the moment your stress is reaching new peaks. Pay yourself a reasonable amount. 3. Focus on truth-seeking. When you re inside a large company, it s easy to abstract the truth. A campaign report lands and you find the best angle for your boss. Your boss finds the best ... ... market: I speak Portuguese, Mariana is Portuguese and my wife is Brazilian. We ran a test in Portuguese. We recruited 100s of Brazilian users in three weeks, mainly thanks to Ting on WhatsApp. IYKYK . December Based on competitors

... seeing was that blended eCPM alone often does not explain much. A revenue drop might actually come from: - fewer impressions - lower match or fill rate - a change in country mix - one placement losing volume - one ad source stopping filling - peak-hour or live-event traffic changes - lower weighted eCPM So I built eCPM Bazaar. It lets you use sample data or upload anonymized CSV rows, then compares matching periods and generates: - the most likely driver - supporting signals - recommended checks - data ...

... data tools, which puts them out of reach for a lot of business owners. What I'm building includes digital receipts, automatic loyalty recognition, a simple customer dashboard, and plain-language AI insights (like flagging at-risk customers or peak hours) designed to sit on top of a business's existing setup rather than replacing it. I'm still in active development and testing with real merchants, and I'd genuinely like input from this community, especially ... ... 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

... Integrated System Plan) alongside live weather telemetry from Open-Meteo. AI Optimization: Heaven s MARL (Multi-Agent Reinforcement Learning) optimizer charged the BESS during forced curtailment hours and dumped power back into the grid when spot prices peaked. The Bottom Line: Saved the spilled energy to deliver a +42.9% revenue uplift Under the Hood (Data & Logic) Market Data: 5-minute spot pricing and FCAS data pulled straight from AEMO . Weather & Physics: Open-Meteo API wind vector curves paired ...

... median points needed to break the top 5 and top 10 on each day. Check the full report here: https://app.databox.com/shared/a... The short version: Saturday is the easiest day. Only 266 median points to crack top 5, vs 360 on Wednesday. That's a 35% harder climb on the worst day vs

... reports, I would just type a brief, one-sentence prompt into a cloud LLM and let it generate the entire text from scratch for me. I would then copy-paste the output without a second thought. It felt like peak efficiency. But a few months ago, I noticed something alarming. Whenever I had to write an urgent message from my phone without an AI tab open, I started to hesitate. My active vocabulary felt rusty, and I realized ... ... losing my writing confidence. It brought me to a harsh truth: AI is making us fluent in copy-paste, not in language. The "Pilot" vs

... Esther and I m a Software Engineering student who spent the last five years in a dedicated commitment to learning and I really hit a learning block right before my final year exams that made my anxiety level peak! This experience is what sparked my curiosity ...

... from #1 to #18 None of these businesses closed. The AI just started naming other names. If you're a local business owner: getting cited by ChatGPT ONCE being cited next week. Multi-engine coverage matters way more than peak position in one engine. Comment from Etienne Garcia(@etiennegarcia): I think the bigger issue is trust. If the same model gives different recommendations to the exact same questions just a week later, how do users know which answer is actually ...

... sleep block and it draws the next day's energy curve from it (two-process model sleep pressure + circadian). So you see your morning fog and your afternoon drop before you plan anything. Hard work goes in the peak, email in the dip. Log a coffee and the curve goes up. I also connected it to ChatGPT/Claude over MCP, so I can just write "play time with the kids, then date night after dinner" and it puts them ...

... live on PH Aug 22, so this thread's been good practice at saying it in one paragraph.) Comment from Demetrio Koro(@aktivist): siOsi upload one selfie and it reads your 12-season color type, undertone, gold vs silver, and which hair colors suit you, then grades the actual makeup in the photo (flash cast, oxidation, coverage), which most tools skip. Free, no signup. Built it because every beauty sub has a queue of "what season am I" posts waiting ... ... Gemini, since more buying decisions now start there instead of traditional search. If you want to see how an AI agent currently reads your own site, we put out a free tool that shows what an AI fetches vs

... together a chaos stack - one tool to find trending content, another to write captions, another to generate graphics, another to schedule. Four subscriptions. Zero flow state. So I built StalkMoo . 12 AI-powered tools under one roof. Research your competitors. Spot trends before they peak

... running Multi-Agent loops, or setting up open-source WebUIs (like Open WebUI or Next Chat), you ve probably run into these two frustrating bottlenecks lately: The Cost: Calling premium endpoints drains API budgets incredibly fast. Rate Limits & Peak-Hour Latency: Upstream channels frequently throw HTTP 429 errors under heavy traffic. Waiting 30 80 seconds for a response during peak

... Hunt! I'm Mohammad Maizied Hasan Majumder a Senior Software Engineer from Dhaka, Bangladesh with 6+ years building production-grade systems at scale. By day I engineer backend infrastructure at Shohoz Ltd , Bangladesh's largest online ticketing platform. During peak national seasons (Eid, holidays), our systems handle millions of concurrent users keeping everything smooth, fast, and zero-downtime is my job. Today's Launch Lorapok Atlas API Directory I just launched Lorapok Atlas on Product Hunt today and would love ... ... always wished existed. Lorapok Atlas lets you browse and live-test 2100+ free open-source APIs across 34 categories zero config, zero signup: Web App live HTTP testing in browser, code snippets in JS, Python, cURL & Go VS

... Mohammad Maizied Hasan Majumder a Senior Software Engineer from Dhaka, Bangladesh with 6+ years of experience building production-grade systems at scale. By day I engineer backend infrastructure at Shohoz Ltd , Bangladesh's largest online ticketing platform. During peak national seasons (Eid, holidays), our systems handle millions of concurrent users keeping everything smooth, fast, and zero-downtime is my job. By night I'm the founder of Lorapok Labs , an open-source product ecosystem I built entirely solo. Here ...

... proper API experience. So this acts like one. Who it s for SEO specialists & marketers Indie hackers & founders Data analysts AI builders looking for real-time signals Example use cases Find viral content ideas before they peak Validate startup ideas using search demand Build trend dashboards or alerts Feed AI agents with live market signals Built with a focus on: Reliability (handles multiple queries cleanly) Scalability (run large keyword batches) Simplicity (plug run export) I d love your ... ... feedback What would make this 10x more useful for you? API endpoints? Real-time alerts? Competitor

... across 3 5 different niche accounts. 3. Fraud Detection: An integrated bot-detector and audience quality analyzer to build brand trust. 4. Content Calendar & Multi-posting: A scheduler with "Smart Time" suggestions based on the network s specific peak activity. 5. ... I have two main questions for you all: - Which of these features feels like a "must-have" for someone managing multiple accounts or a brand? (e.g., Is the "Shadowban Monitor" actually more valuable than another AI copywriter?) - What ...

... come across (and I m sure you have too) several products whose actual usefulness wasn t exactly impressive, but their creators still made a huge amount of money. For me, for example, it was: Fidget spinners (2017) . At the peak, the global market was estimated at hundreds of millions to over $1 billion. Metaverse land (2021) valuation could be for tens or even hundreds of thousands of dollars each, with the overall market reaching hundreds of millions during the peak

... months ago, we ran an experiment with our own data. At Rankfender, we tracked 5 of our own competitors across 8 AI systems. We log their share of voice, citation velocity, content gaps, platform variance. Months of raw numbers sitting in a dashboard. I pulled 6 months of data and fed it into Claude. One question: "Based on this, who is most likely to overtake us in the next 6 months? Show your work. Use the data. Don't summarize ... ... Give me the numbers." The answer changed how I think about competition. The dataset: 5 competitors

... goes wrong. Instantly. On your phone. Not a dashboard to babysit. Not a weekly digest. Just a push notification the second something needs attention. Payment failed you know immediately No new order or any activities in 2 hours during peak time you know immediately Your automation didn't run when it should have you know immediately AI agent stuck in a loop, burning tokens you know immediately Looking for founders already live with real users and real usage data ...

... newest project: LocalAPI ( https://local-api.com/ ) a REST API that extracts complete data from any local business on Google Maps in just 2-3 seconds. What makes LocalAPI unique: It's the only API that delivers Popular Times data (peak hour histograms) no competitor

... heavy, different vibe entirely). Same exact spot. I built Zenera to organize this data: time-based safety scores (1-5 scale), bystander intervention culture (will locals actually help if you're uncomfortable), solo-specific incident patterns, community-verified spots, peak solo hours. Current coverage: Delhi and Bangalore neighborhoods. Planning to expand to more cities based on data availability. How it works: No signup, just browse. Search a neighborhood, see safety scores at different times, read what other solo travelers experienced ... ... couldn't find anywhere. Known issues: UI is rough, mobile experience needs work, data coverage is limited to two cities, some neighborhoods have sparse data. This is very much beta. What I'm looking for: Feedback on usefulness vs

... doesn't distinguish between a crisis that's over and one that's ongoing. A brand might have resolved a crisis 18 months ago. Issued corrections. Done the work. But if the model was trained on the peak-coverage moment and hasn't been updated, it still serves that version to users asking today. No recency signal. No correction mechanism. The damage keeps distributing. 3. Comms teams don't have a playbook for this yet. I've talked ...

... your marketing channels, content, and release scheduling well before launch day. Build awareness in your ecosystem pre-launch. Activate your network day-of. Then follow up after. Launch day is not a single event, it's the peak of a campaign you've been building toward. Respond to every single comment with real substance. Not with "thanks!" but with depth. The people reading the thread are judging you by the quality of your responses, not the product page. Every reply ... ... execution security makes sense. Comment from Chioma Amadi(@chi_78): Looking forward to seeing the new features. Congrats once again Comment from J.D. Salbego(@jdsalbego): @chi_78  we've always focused on preventing the attack or exploitation versus

... answer first. If they find it immediately, they cite it. The structure makes extraction easy. Step 2: The Comparison Page Template Comparison pages drove 40% of our citation growth. Here's our exact template: Title: [Brand X] vs [Brand Y]: Which is better for [use case]? Quick verdict (100 words) Who wins and why One sentence summary Feature comparison table Feature Brand X Brand Y Feature A Feature B Feature C Price XX YY Detailed breakdown (by feature) How each ... ... margin of error. Result: This block was cited verbatim by Perplexity within two weeks. Step 5: The 90-Day Update Cycle We analyzed citation decay across 500 pages. The drop-off is steep: Months Since Update Citations (vs

... According to @RevenueCat 's State of Subscription Apps 2026 report, " hard paywalls convert 5x better than freemium, but with significantly wider variance." Day 35 download-to-paid, freemium vs. hard paywall Does access method impact download-to-paid conversion within 35 days? Quoting the report: Median D35 conversion sits at 10.7% for hard paywalls. Freemium is 2.1%. That gap alone should make you pause. But the more revealing part is the distribution. Hard paywall top decile apps approach 40% conversion ... ... taka  absolutely my advice as well. Comment from Chris Messina(@chrismessina): @andrew_g_stewart  actually, there was a useful discussion on this episode : The hard paywalls convert ~5x better than freemium stat (10.7% vs