惯性聚合 高效追踪和阅读你感兴趣的博客、新闻、科技资讯
阅读原文 在惯性聚合中打开

推荐订阅源

Google DeepMind News
Google DeepMind News
F
Fortinet All Blogs
量子位
G
Google Developers Blog
J
Java Code Geeks
N
Netflix TechBlog - Medium
博客园 - 聂微东
宝玉的分享
宝玉的分享
Cyber Security Advisories - MS-ISAC
Cyber Security Advisories - MS-ISAC
月光博客
月光博客
The Cloudflare Blog
Apple Machine Learning Research
Apple Machine Learning Research
爱范儿
爱范儿
雷峰网
雷峰网
M
MIT News - Artificial intelligence
T
Tailwind CSS Blog
V
Visual Studio Blog
阮一峰的网络日志
阮一峰的网络日志
博客园 - 三生石上(FineUI控件)
Microsoft Azure Blog
Microsoft Azure Blog
aimingoo的专栏
aimingoo的专栏
Martin Fowler
Martin Fowler
有赞技术团队
有赞技术团队
T
The Blog of Author Tim Ferriss

Hacker News: Show HN

PurrrrrFocus: Pomodoro Timer App - App Store Workflow Engine — Multi-Step Orchestration for Bun RapidPhoto: Pro Photo Editor App - App Store GitHub - DheerG/swarms: Achieve extraordinary results with claude code across a variety of tasks SPICE simulation → oscilloscope → verification with Claude Code — Lucas Gerads Show HN: VCoding – A 5 MB native Windows IDE with no dynamic dependencies Show HN: LLMs don't hallucinate because they're bad at math, it's the format GitHub - Agent-FM/agentfm-core: AgentFM is a peer-to-peer network that turns everyday computers into a decentralized AI supercomputer. AgentFM lets you run massive AI workloads directly across a global mesh of idle CPUs and GPUs. Show HN: Tracking Top US Science Olympiad Alumni over Last 25 Years GitHub - Potarix/agent-hub: One place to talk to all your agents Show HN: Runtime security for AI agents(injection,tool abuse, data exfiltration) GitHub - dubeyKartikay/lazyspotify: Terminal Spotify client for macOS and Linux GitHub - the-banana-tool/king-louie: Easy to use GUI Personal AI Assistant. Win/Linux/Mac. Show HN I made my vacation rental bookable by AI agents–no Airbnb, 0% commission GitHub - basteez/jsf-autoreload: maven plugin to enable hot reload on jsf projects uvm32/hosts/host-gdbstub at main · ringtailsoftware/uvm32 GitHub - labsai/EDDI: Config-driven engine that turns JSON into production-grade AI agents. Multi-agent orchestration, 12+ LLM providers, MCP/A2A protocols, RAG, persistent memory, and enterprise compliance (EU AI Act, GDPR, HIPAA). Built on Quarkus. GitHub - glitchnsec/fortyone-oss: AI Executive Assistant Platform Quickstart | Alien GitHub - muxshed/shed: One stream in, or many. Every destination, simultaneously. No cloud middleman, no per-channel fees, no limits. GitHub - ocrbase-hq/ocrbase: 📄 PDF/IMG ->.MD/JSON Document OCR API for PaddleOCR and GLMOCR. Self-hostable. GitHub - impactjo/home-memory: MCP server that lets your AI assistant remember everything about your home. GitHub - Sets88/dbcls: DbCls is a powerful terminal database client that supports various databases GitHub - neptun2000/heor-agent-mcp GitHub - SeanFDZ/macmind: Single-layer transformer in HyperTalk for the classic Macintosh RollQuation: Math Puzzles - Apps on Google Play GitHub - dropbox/witchcraft Show HN: Agent-cache – Multi-tier LLM/tool/session caching for Valkey and Redis GitHub - opentalon/opentalon: OpenTalon is an open-source platform built from the ground up in Go as a robust alternative to OpenClaw LinkedIn™ 职位抓取工具 - Chrome 应用商店
Validate before you build - Product Idea Demand Check
cosmok · 2026-06-17 · via Hacker News: Show HN

The Fastest Demand Validator

Keywords in. Clear go or kill decision out.

18,400 monthly searches across 6 buyer terms

Weighted CPC $3.20

Break-even conversion 2.8%

Yes — worth building Break-even is achievable at realistic capture and conversion rates.

Search demand Volume, competition, CPC, and close variants in one report.

CAC scenarios Model acquisition cost across conversion assumptions.

Market sizing Estimate reachable visits, customers, revenue, and profit.

Shareable outputs Reports, XLSX exports, and protected sharing on Gold.

Live search volume, CPC, and competition data from Google Ads.

The decision layer

Designed for the moment before a roadmap turns expensive.

Product ideas usually fail in the gap between enthusiasm and evidence. This gives founders, marketers, and advisors a fast outside-in read on demand, pricing room, and acquisition risk.

Demand Which customer searches show real volume, intent, and competition.

CAC What click costs imply at 0.5%, 1%, 2%, 5%, and 10% conversion.

Margin Whether price or LTV leaves enough room after variable and fixed costs.

Next move A plain recommendation for whether the idea deserves deeper validation.

I had three ideas I thought were great. The report killed two in an afternoon and sharpened the third. It saved me months of building the wrong thing.
Dev M. Indie founder, bootstrapping a B2B tool

Workflow

From rough customer language to a report you can defend.

Use the words customers might search, not polished strategy language. The report helps you decide what to research next, which terms look promising, and which assumptions need pressure testing.

Enter customer searches

Add keywords manually or use guided generation to create a stronger starting set.

Add economics

Include expected price or LTV, variable cost, fixed cost, and target country.

Review demand and CAC

Compare volume, CPC, competition, conversion scenarios, and break-even thresholds.

Share the report

Export, revisit reports, and use protected sharing on Gold when the audience is external.

Use cases

Built for the decisions you're already making.

Founders validate ideas. Agencies win clients. Freelancers prove they've done the homework. Product teams prioritize with data. See how each role uses the same report.

Pricing

Three tiers for different levels of validation.

Free is for a first signal. Bronze is for comparing a few directions. Gold is for deeper research and external sharing.

  • 1 report credit on signup
  • Up to 10 keywords per report
  • Full report features and XLSX export
  • Public share links

Start free

  • 3 report credits
  • Up to 100 keywords per report
  • Guided keyword generation
  • Reports dashboard and exports

Sign up — upgrade anytime

All tiers start with a free account. Upgrade from your profile when you're ready.

Run the numbers before the roadmap grows.

Start with a free report, then use Bronze or Gold when you need more keywords, more credits, or protected report sharing.

Start free