... schema 71% 19% Cite data sources 68% 27% Part 3: What content wins AI citations? This is the question everyone asks. Here's the data: Top 5 content types by citation rate: Comparison pages (X vs Y) 3.2x average Structured FAQs 2.8x average Data-driven articles (with stats, tables, studies) 2.4x average "How to" guides (step-by-step) 1.9x average Original research 1.7x average What performs poorly: Short opinion pieces Thin content (<500 words ... ... great for blue links. But none of them show you how you appear in AI answers. Here's what we track: Actual AI-generated answers mentioning your brand Citation rates across ChatGPT, Google SGE, Perplexity, Gemini Share of voice vs

... early stage founders feel invisible. You re shipping, fixing bugs, talking to users but when it s time to raise, investors mostly see a deck and a short call. With OMISP, we want your track record to do more of the talking. OMISP

... lives in the weeks in between: Features shipped Customers retained Small experiments that quietly move the needle What if that trail of work became your track record something investors could actually see? That s what we re building with OMISP: A credit score for founders built from real milestones and behavior A live radar for VCs that updates as you move A way to turn I m grinding in the dark into my execution is on the scoreboard ... ... need another story hack. You need a visible track record. OMISP

... built OMISP because founders shouldn't have to guess if they're investor-ready. Here's how it works: Log your real progress : Revenue, team size, funding raised, customers. Updates in real-time. Get a transparent score : 6 dimensions (idea, execution, resilience, velocity, potential). See exactly where you stand. VCs see you automatically : As you hit milestones, investors actively sourcing get notified. No cold outreach needed. For Founders: Anxiety gone: Stop wondering "are we fundable?" Visibility built ... ... access for serious founders For VCs: Curated deal flow: Real founders with real traction Behavioral data: See how they handle pressure, learn, execute Early access: Find unicorns before they're obvious Why now: Most founder-VC platforms are static. OMISP

... Real talk: I've been building OMISP because both sides are flying blind. Founders are grinding, hitting milestones, but have zero visibility into whether investors even know they exist. So they spend weeks perfecting pitch decks that nobody reads, sending cold emails to VCs who are drowning in inbound. VCs meanwhile are swimming through a sea of founders and can't tell who's actually moving vs

... 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

... sparked an interesting thought experiment: how likely is it that we ll see AGI (AI that thinks and learns like a human) within the next five years? The report highlights a fascinating divergence: the view from money vs. the view from science. Money : the probability inferred from trillions poured into data centers, Nvidia chips, and servers. Investors seem to be betting that AGI is inevitable. Science : the probability inferred from research papers and AI development models. Experts are far more ... ... might be ahead of reality. Expect volatility, overpromised outcomes, and valuable lessons along the way. Meanwhile, AI continues reshaping work, attention, and human behavior. I d love to hear the community s perspective: Are you seeing this money vs

... Healthcare and Life Sciences are at a turning point. With explosive growth in multi-omics data, siloed systems, and escalating infrastructure costs, the industry needs a smarter, scalable approach. That s where ClairLabs Cloud Engineering comes in. What we offer Cloud Strategy & Roadmap Platform Engineering Governance & Security Cloud Managed Services Why it matters 3X faster NGS analysis pipelines for genomics GPU-optimized infra for AI/ML workloads Built-in HIPAA, GDPR, CLIA, CAP compliance Continuous ROI and innovation across ...

... brand mentions across these models in real time, analyses sentiment and provides prompts showing how and where the brand is being referenced. It also sends real time alerts when a brand is cited by an AI model and offers competitor monitoring to identify positioning gaps. Thirdeye as one of the most-advanced AI analytics and recommendation platform that helps brands get discovered not just on Google but inside ChatGPT, Claude, Gemini and Perplexity, emphasising that if you aren t cited ... ... platforms such as ChatGPT, Claude and Gemini are becoming the new homepage for information, so brands must optimise for visibility across these models. This shift is supported by wider industry data: according to Nowspeed s guide on AEO vs

... balanced diet of espresso shots and questionable amounts of energy drinks, which means you guessed it: fresh updates are here. From saying goodbye to Coming Soon, to giving you a shiny red self-destruct button, to sprucing up Alternatives, and a shiny new footer, we ve packed a lot into this round. Coming Soon Forum Threads The old Coming Soon pages have officially retired ( and you lot noticed ). From now on, every new product you create gets its own forum ... ... Click it and your launch is gone. No forms, no waiting, no awkward back-and-forth, and our support team get to sleep in. (P.S. Don't worry if you accidentally delete your launch, our team can restore it) Alternatives

... first impression of the actual device was that the plastic finish felt a little underwhelming, especially if you re used to the polish of Apple or Nothing devices. This made me want to hide the device vs show it off. That s really the only complaint. The weight and comfort is fine and it was actually light enough that I often forgot that I was wearing it. Aside from the plastic casing, the status light shines through ... ... actionables (like this review!), it truly did add to my life. It also didn t hallucinate, like at all. So while the context focus could be better, the details and information it provided was pleasantly accurate. Comparisons & Alternatives

... asked: How do you track and improve your brand s visibility inside these AI black boxes? What MentionedBy AI does: Tracks how often and how positively your brand is mentioned across top AI models Compares you with competitors on visibility, sentiment, and hallucination risk Flags sudden drops (e.g., if Claude stops mentioning you overnight) Sends real-time alerts when you re misrepresented or omitted

... into this community's experience on price-setting for B2C software (ours helps job seekers). The long story short is we ve been leaning towards entering a fairly established market at significantly lower pricing (like ~4-5x) than competitors. The thesis is this will help us A) attract users in general, and B) drive better unit economics by focusing more on capturing paid users and not focusing (much?) on total user acquisition (paid + free). Here are my primary ... ... cheapen product perception before users even give it a chance. How have you decided how much to give away for free if you do run free accounts ? Ideally I think we d lean into a trial-only model, but competitors

... editor journey has been: 1. Tried out Github copilot in VS Code. Loved it. 2. Then tried out @Cursor after @bernatfortet kept talking about it. Immediately switch to Cursor. 3. Then tried out @Windsurf after @lagap discovered it. Immediately fell in love and switched. Anecdotally, everyone is talking about Cursor. And no one is really talking about Windsurf. On Product Hunt, Cursor has 845 Shoutouts. Windsurf has two? In my experience, Windsurf is the leader at the moment with ... ... cascade/iterative prompting. Comment from steve beyatte(@steveb): @hussein_r yes! I like it so much more Comment from Mike Kerzhner(@mikekerzhner): @steveb Windsurf is a VS

... improve AI. Check these metrics: Engagement Rates: Are people interacting more? Conversion Rates: Is AI driving sales? Customer Satisfaction: Are users happy? ROI: Is AI worth the investment? Reality Check: Ofcourse, AI isn t a magic bullet: Cost vs. Benefit: Assess whether the benefits of AI justify the costs. Complexity: Integrating AI can be challenging and may require technical expertise. User Perception: Ensure AI-driven interactions enhance, not detract from, user experience. Ethical Considerations: Be mindful of AI biases ... ... privacy concerns. AI tools you can use to launch your product on product hunt: - Pizi: (https://pizi.app/fr) - ReelGen: (https://www.reelgen.io) - 10015 toolbox: (https://10015.io) - MadMen AI: (https://usemadmen.ai) - Olvy: (https://olvy.co) - Fibery: (https://fibery.io) - Omi

... friends at Kittl just launched a great alternative today which enables everyone to create complex Illustrator like designs without the need to study complex software (so they are coming from a ux and ease of use angle): https://www.producthunt.com/post... I was wondering who of you are using alternatives