... retailers. The Gaming pack leans on this heavily: the Idle game context explains prestige cycles and offline earnings, while the Casual game context focuses on ad tolerance and onboarding funnels. Same domain, very different analysis. Analysis Areas Analysis areas define what the agent should look for and how to interpret what it finds. The E-Commerce pack has five areas three at the base level (for all categories) and two specific to Multi-Category Store: Priority Area What It Finds ... ... cohort analysis, repurchase intervals Each area includes its own detailed analysis prompt. For example, the Conversion Funnel prompt tells the agent to check cart abandonment by price range, compare category-level conversion, and estimate revenue at risk and it defines

... beginning, we tried to define pricing early. Plans, tiers, limits: everything looked clear. But once we started getting real users, things changed. Feedback came in. Some features were used more than expected. Others not at all. Sometimes it felt like the first pricing we defined

... metric... If output is easier to generate, then just counting years doesn t tell you that much anymore. Maybe we ll end up valuing things that are harder to shortcut judgment, ownership, asking the right questions. But yeah it definitely makes salary bands and role definitions

... with consistent characters, locations, and visual style that carries across every scene you generate. The category has matured fast. In 2024, AI video meant single clips with no continuity. In 2026, the best tools give filmmakers real directorial control: define your cast, set your visual world, generate scene after scene without rebuilding from scratch. Here are the six tools worth knowing. What to Look For in an AI Director Tool Before comparing tools, three things actually matter for filmmakers: Character ... ... consistency: Can the same character appear across multiple scenes without drifting visually? Directorial control: Can you define

... company organize itself around getting it done? Cotor is a local-first autonomous AI operations platform that turns one goal into a living execution system. Instead of manually creating every issue, assigning every task, and checking every step, you define the company, add your agents, and let the CEO AI plan, delegate, coordinate, review, and keep the loop moving. Each company in Cotor can manage its own project folder, agent roster, memory, workflow state, and issue lifecycle ... ... dynamically builds the workflow based on the agents you define

... launches. And when you're pre-data, it's easy to accidentally use someone else's month 18 as your week 1 benchmark. I'm not losing sleep over it, but it did get me thinking about how founders define meaningful progress before the numbers are there to tell the story. My current approach is staying focused on qualitative signals are the right people finding it, are early users actually engaging, are conversations happening. But I'm curious what others ... ... measure progress in the first few weeks post-launch before you had real data? Did you set internal milestones, or just stay heads down and let the market respond? Looking back, what was actually a meaningful early signal vs

... schema-driven, queryable, semantically-searchable data layer that lives right alongside your memories and your AI can create and update records automatically from conversations, no extra code required. How It Works Records are built on three layers: Schemas define the shape of your data, the CRUD API lets you manage records programmatically, and the AI extraction pipeline lets your AI create and update records automatically from natural language. 1. Define

... between command and action. WCAG 2.1 AA compliant so it's accessible to everyone. The key insight: trust scales when the AI operates within clear boundaries. We use 46 MCP tools via JSON-RPC 2.0 each tool has a defined scope. The agent can't go rogue because its capabilities are explicitly defined

... long-term gameplay What SCNV was explicitly not designed to be A short-term speculative asset A yield-farming token A number-go-up trading vehicle This distinction influenced every technical and economic decision that followed. Project Goals Defined Early (Before Any Token Was Minted) Clear goals were documented before smart contract development began. Primary goals Build a blockchain-based game currency with real utility Support both Ethereum and Polygon networks Maintain a fixed and controlled token supply Reduce speculative ... ... trading risks Ensure smooth onboarding for non-crypto gamers Keep transaction costs reasonable Why this mattered: Most failed projects define

... test, produce before they sell, and guess before they know. This playbook is your roadmap to launch smarter to turn ideas into funded, validated products using Shopify + Fundlify. It follows the same logic as the Agile Journey Framework (AJF): Define the goal. Validate assumptions. Act, learn, and adapt quickly. No fluff. Just clarity, momentum, and control on your terms. CHAPTER 1. VALIDATE DEMAND If they don t click, they won t buy. Before you spend a cent on production, your ... ... first mission is to see if the world cares. Validation isn t about asking people if they like your idea it s about discovering if they re willing to commit. Step 1. Define

... have to wait anymore. Just tap and you can instantly video chat with a creator s AI version. No schedules, no missed replies. Whenever you call, their AI will be there for you. Each creator s AI is fully defined by the creator themselves so when you talk, you re seeing and hearing their true digital presence. You can share your thoughts about their videos, talk about your day, or even ask for advice. It s not just another comment ...

... have to wait anymore. Just tap and you can instantly video chat with a creator s AI version. No schedules, no missed replies. Whenever you call, their AI will be there for you. Each creator s AI is fully defined by the creator themselves so when you talk, you re seeing and hearing their true digital presence. You can share your thoughts about their videos, talk about your day, or even ask for advice. It s not just another comment ...

... 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 ... ... models you re not seen. They frame AI citations as the new visibility metric and propose that Generative Engine Optimization (GEO) optimising content so AI assistants recommend your brand will define

... told you about On-page AI Assistant , and it's finally here! Alongside Pre-defined Themes, subdomains, plans, and more . We got more love than we expected for Pagey, and we knew that we had to act fast, to ship things for you. I hope we did a good job! From now on, you can change the theme of your Pagey portfolio and add personalized AI Assistant to it! Together with other adjustments, Pagey is becoming a perfect ...

... Comment from Scott Sturgis(@bigbreakmusic): Some interesting things were added. I'll look at something from a psychological angle. The "one more tweak" thing can be perfectionism rearing its ugly head. Perfectionism is fear (of what you have to define). Many of the ways detailed below will help keep perfectionism at bay. Your original blueprint for the initial release should contain all the things that create your release checklist. Any features not included at the start of development should ... ... Perfect is the enemy of shipped. You ve got this excited to see where it goes! Comment from Rachel Long-Smith(@rachel_long_smith): @manu_goel2   @brandonbuilds  I agree with Manu. For the last product I launched defining

... What was the most difficult part? Did you earn any money with that? Here is mine: It was supposed to be a directory of Bluesky tools I used v0.dev by @Vercel The most difficult parts were to define something + It also rewrote good parts of the code, so it was kind of a mess for me. I haven't earned any money because I haven't published the project. (I abandoned it. :D) Comment from Nika(@busmark_w_nika): @robert ... ... people wanting to understand which colours suit them the most. The most difficult part was joining more of the dots between the likes of Stripe integration and Auth. But again, I treated it as a learning curve. Things definitely

... project (focus) for so long that he forgot he could start again with something else. He may have lost his purpose for a while. Comment from Manu Goel(@manu_goel2): I think it s important to define success. Really speaking success is attaining happiness. And it could mean different things for different people e.g. I am passionate about problem-solving it gives me a kick. For some it is lots of money - which is perfectly fine too. And then there ... ... build the rest of their life own. There are two extremely important points to note though Early success should not be treated as the Finish line, but simply as a stepping stone. Stay hungry, stay foolish. Early Failure should definitely

... Pivot is like picking the right karaoke song choose wrong, and everyone tunes out . I ve been helping out our marketing team recently with product marketing on socials, and one challenge that keeps coming up is: How do you define the right North Star metrics for social and content marketing when everything is shifting? Engagement vs

... commercialized, with users willing to pay for it. But is that always the case? Today, I came across many products that are incredibly fun and creative. It made me wonder: are there products that don t fit the conventional definition of success? Maybe some exist just to bring joy, even if users simply visit, smile, and leave. Some might argue that if something brings value, people will naturally be willing to pay. But is that always true? Let s discuss ... ... profitability the only way to define

... tech, every year has its defining movements. What do you predict AI will dominate the conversation in 2025? Comment from TJ Larkin (@tjlarkin): @wiktor_wysocki Costs will ultimately get lower, and usage reliability is improving day by day as the security guardrails get better Comment from TJ Larkin (@tjlarkin): @felix_sattler Yes. I think image-to-video generation will eventually get more refined. Comment from TJ Larkin (@tjlarkin): @jdgaravito317 Yep, that's definitely

... Share your predictions and favorite products that are pushing the boundaries of innovation! And Happiest new year Comment from ColleenWingard(@colleen_wi75377): I think AI will really define 2025. It's growing so fast and getting smarter every day. Self-driving cars might become more common, and AI helpers at home or work will be way better. Even creating art or music, AI will do some cool stuff. Everything seems to be heading toward smarter automation. Comment from Ash Grover ... ... shubham_pratap Generative AI will revolutionize 2025 Comment from Zhiqi Shi(@zhiqi_shi): The combination of AR/VR and AI has the potential to create incredibly cool products. Comment from TheresaWalker(@ributashi1978): I think AI integration in daily life will define

... first day of 2025 is like setting the tone for the year. If you start it with positivity, good habits, or even just feeling organized, it might help keep that vibe going. But honestly, one day won t totally define everything life s unpredictable! Still, it s a great chance to make a fresh start and set intentions. Comment from Meduard(@meduard): I spent my first day driving, I hope I don't become a taxi driver or smthg. Comment ... ... setting the tone for the year. If you start it with positivity and productivity, like making small goals or spending time with loved ones, it might just carry that good vibe forward. But honestly, one day won t totally define

... Product Hunters and Makers, All AIs seem super powerful, but I'm curious what's their speciality? In the comments section, define your use case and the AI that you use to solve the use case. For example, for copywriting, I prefer Gemini or Claude, not ChatGPT. Let the AI battle commence! P.S. I hunted Chaturji today! Chaturji allows you to access all AIs (OpenAI, Claude, Gemini, etc.) for free on one single platform. Check it out here: https://www.producthunt.com ...

... Success and failure can mean different things to different people, and it's important to define what those terms mean for you and your work. What is your definition

... successful person, he may not be considered so by some if he loses a game of table tennis to his nephew. So what's the difference between him and someone else? It's all in how we define success. For most people, success is defined