... Mesut, building from Turkiye. I spent too many late nights doing the same manual research over and over: digging up a company's funding history, who's actually on the team and where they came from, who the real competitors are, how big the market really is. It's tedious and easy to get wrong. So I started building AlgoTurk, an AI research agent that takes a company URL and turns it into a structured report in a few minutes ... ... with every claim linked to a source so you can check it yourself. It's aimed at founders sizing up a market or a competitor

... wonder: how much of success here is strategy, and how much is timing and network effect? If you ve launched on Product Hunt before, I d genuinely love to hear: What surprised you the most? What actually moved the needle? What would you do differently? Trying to go in prepared, not just hopeful. Comment from Imtiyaz (@imtiyazmohammed): @npmitaart  Thank you! Comment from Imtiyaz (@imtiyazmohammed): @cathcorm  Here's our launch, still an hour left to support us. https://www.producthunt.com ... ... meeshaim_02): PH launch vibes! Early hunters and trios start the snowball, but time and network squash it. Strategy sets the stage (pre-build hype, killer demo). Launched twice: I was taken aback by the volume of comments; the needle

... plays a significant role in how products appear in Google search results. What surprised us was that AI assistants like ChatGPT were rarely citing Product Hunt in product recommendations. AI assistants such as ChatGPT and Gemini rely on reviews, alternative lists, and structured product information gathered across the web. Product Hunt is strong across all three. In theory, this should make Product Hunt a natural source for AI-driven product recommendations and comparisons. In practice, it was not happening ... ... many tools which systematically run prompts against several AI models daily, and measure visibility of a product within prompts. We're using a new tool called @Gauge . We chose because a) their citation tracking is more useful than the alternatives

... know if AI recommends their business? So we built Discovery the way we wished those tools worked. Simple. Visual. Built for you. Discovery tells you exactly how AI sees your business today. Ask ChatGPT about your industry, your competitors, your city. Does it mention you? Does it recommend you? Now you'll know. Start with your market Are you local, regional, national, or global? A coffee shop in Austin and a SaaS company selling worldwide need very different prompts. Local ... ... actually search for a business like yours. Five prompt categories: Direct Brand, Category Search, Comparison, Problem/Solution, and Local Discovery. Color-coded so you can scan them in seconds. See how you stack up The discovery engine goes deeper. Competitor

... GEOScore, we've noticed a lot of discussion lately about how difficult it s becoming to decode why certain pages dominate search results while others, which seem just as good, get buried.   We built the Competitors feature in GEOScore specifically to take the guesswork out of that process, changing how you approach competitor

... everyone We re launching Needle AI Agents tomorrow! Our goal is to help teams automate processes and build AI Agents with context of their own data sources (Google Drive, Notion, Slack, etc.). I d love to hear just one and only thing... What s your biggest pain point when setting up AI workflows? We re happy to answer any questions about the tech, roadmap, or how we built it! Comment from Khadija Abdulhadi(@deleted-8985189): Best of luck for tomorrow ...

... been around $2k but we had to refund some because product wasn't ready yet) In the past month I tried almost every growth tactic I could think of. Some were huge time sinks, some actually moved the needle. Writing this out so others don t waste time on the same dead ends I did. For context: My app is a no-code tool that helps non-technical people build apps. Think Cursor or Bolt .new, but way simpler ... ... extra mile: completed all the fields, did my best on the graphics, made a personalized video for PH, added a discount, and most importantly - replied to all comments INSTANTLY!! The hilarious twist: the very next day, a VC-backed competitor

... took us 3+ years to reach meaningful traction, and we were making $2k MRR in the first 2 years. Unfortunately, there's no formula to know whether you are on the right track or running a zombie. Sunk cost vs. strategic persistence. You bet with your time. 9. SaaS multiples are often fantasy, especially for smaller businesses. If you are below $1M ARR and/or have no aggressive growth potential, do not expect 7-12x multipliers. 10. Lifetime deal buyers ... ... positioned when the market had a gap. 13. Frugality is a competitive advantage, not just survival. We stayed profitable by being super frugal. This wasn't just about bootstrapping, it forced us to focus on what actually moved the needle

... flagged? (We re telling folks to set up PH accounts first and leave thoughtful comments on launch day no vote-asking. Anything else to avoid, like VPNs, account history, or sudden single-burst traffic?) 3. Balancing PH-native reach vs. our own community How do you split energy between introducing your product to the PH community and activating your existing users? What tactics actually moved the needle

... seen so much advice about partnering with well-known Hunters for your PH launch. But does it really move the needle? Anyone have real numbers or war stories? Also, how to find and approach them? Comment from Artin Bogdanov(@artinbogdanov): @cheerst  Awesome. Thanks Tuneer for shareing knowledge :) Comment from Tuneer Biswas(@cheerst): @artinbogdanov  anytime! Btw Artin we are going live today, in the next 30 mins - would love you & your team to check out your launch! Comment ...

... been searching for a smarter way to manage and interact with my data across tools, and automate a few workflows. I have used Zapier, Make, BoostSpace, etc. in the past and they are great! However, I recently also discovered Needle when their founder reached out to me seeking feedback for their product. What I was impressed with was their API and ability to build context-aware agents. I also hunted Needle