... vibecoding community! My vibecoding stack: I've been deep in the Apify + Railway + Claude ecosystem. Built 7 Apify actors already, and honestly, this combination is incredible for scraping and automation. The Railway MCP integration with Claude works perfectly for deployment. But here's the disconnect I'm seeing: We can vibe code amazing products in days, but most Marketing teams/ CMOs/ founders spend months executing GTM strategies designed for predictable markets that no longer exist. What sparked this insight: Just ... ... where traditional GTM still holds some ground not because it s sacred, but because it shapes narrative gradients, not just APIs. What I ve found helpful is thinking of GTM in two layers: 1. Code-level GTM triggers, scrapers

... there is also a friendlier option that promotes more benefits for data owners: Yesterday, I read on TechCrunch that CloudFlare is coming out with a marketplace called "Pay per Crawl" that allows website owners to charge AI companies for scraping their content. (Side note: The marketplace is still in private beta, and Cloudflare is exploring the possibility of using stablecoins for payments in the future.) Do you think Cloudflare has found a new niche in the market that will ... ... that our AI monitors. We make donations to various news orgs, but a marketplace would make that compensation process a lot more straightforward. Same with government agencies, departments, ministries, etc (whose publications are the vast majority of what we scrape

... super excited to introduce you to BrowserAI a powerful, serverless platform for AI-driven browser automation, web scraping, and data extraction at scale. Whether you're a developer, data scientist, or growth hacker, BrowserAI is designed to make your life easier when dealing with complex websites and anti-bot systems. What is BrowserAI? BrowserAI is a next-gen browser automation platform that: Uses AI to automate web tasks via natural language or API Handles CAPTCHAs, IP blocks, browser fingerprinting ... ... anti-bot detection Supports Puppeteer, Playwright, and Selenium Scales effortlessly no server setup needed Lets you build scrapers

... solutions help companies save time and boost efficiency. Examples of My Work Social Media Automation: A workflow that pulls trending X posts, generates engaging content, and schedules LinkedIn updates with human approval. Saved a client 10+ hours weekly! Competitor Analysis: An n8n template that tracks competitors

... your URL (like a product ID or slug). Replace it with a dynamic variable (e.g., {{ PRODUCT_ID }}). Get an API endpoint that accepts dynamic inputs in real-time. Example: https://www.amazon.com/dp/B0CMDL... https://www.amazon.com/dp/ {{ PRODUCT_ID }} Perfect for scraping pages with the same structure but different data. 2. Dual Scraper

... people! I'm working on an idea called DecypherAI, it s a tool that helps startup founders and PMs monitor what people are saying about their own product, competitors, or their industry as a whole across various online communities and forums (Reddit, X, Product Hunt itself, and more). I started thinking about this after noticing a common problem - It's hard to keep up with user feedback and raw sentiment scattered across internet. Most of it would never make ... ... into your inbox on time. DecypherAI (still early stage) would - Scrape

... strategy revolves around scraping Google Maps for businesses and their information including emails, using AI for building proposals utilizing that information, and automatically sending it off via campaigns. We put this entire strategy into one platform. Effectively incorporating the use cases of Instantly AI, Hunter.io, and Apollo.io . We allow individuals to create free accounts so they know it is indeed a functional app. Come check it out, if it s something you might like, we re glad you saw this ... ... into our platform where you can easily just search by business type and city and it will provide everything that it finds. Step 2: Get Pertinent Info We discovered that if we used Perplexity s API, we could actually scrape

... Never run out of video ideas! 2. AI thumbnail generator! Now, you can type in any topic, and instantly generate 3 thumbnails that you can A/B test to grow your YouTube channel faster! 3. URL to video with image scraping! Paste in any redfin, Zillow, amazon, or eBay URL and it will scrape

... affiliate content to boost revenue, right? Good point. Although we see monetization as a key hook for early adopters struggling to generate content they can monetize. I could own a Shopify Store and generate a comparative research report on competitor products and use that to drive sales for my own store... It's a way to turn content into commerce, or even just to do product research for yourself. RE: Your video speaks to "how hard ... ... please, please do me! https://futurezapp.com Comment from Alok Jain(@alokjain): @steveb   The target for this product are qualitative researchers. With the use of AI in this space, data privacy is top of the mind for people. The competitors

... overlook? Especially in the automation and AI space? Comment from Anthony Ziebell(@zeeb0t): @rajiv_ayyangar  I ve attempted to launch my product three times on ProductHunt, each time with new features. My product uses AI to power web scraping. Launch history: August 13, 2024 https://www.producthunt.com/prod... November 22, 2024 A free version of the above January 28, 2025 A no-code version as a Chrome extension ( https://www.producthunt.com/prod... ) If you look at the content of my launches ... ... automated data extraction for web scraping

... could extract info based on industry, then yes, I would agree it makes sense for comparison, etc. yet, it doesn't offer this feature Comment from Oksana Chyketa(@oksana_ch): I have check this Advanced Product Hunt Scraper tool out and I can't see the value of the product. Why would one want to extract launches? Comment from Nika(@busmark_w_nika): So wait  are those scrappers restricted or how is it? :D I am confused now, because ... ... found it thanks to the PH :D Comment from Rohan Chaubey(@rohanrecommends): Here's some PH v/s Reddit drama: Are Reddit and Product Hunt Frenemies? Back in 2022, I mentioned a Product Hunt (PH) scraper

... values. For our v1, we ve outsourced every tool due to a lack of infrastructure, but we re raising capital with the clear goal of building our own AI systems in-house. StarCy is built to be the best alternative to Siri, but it s so much more than that. StarCy is your first emotionally intelligent, human-like conversational AI. It doesn t just answer your questions it detects your emotions, adapts to your mood, and builds a genuinely human ... ... like connection. With internet access, StarCy can scrape