Stop building products nobody wants.
Signal Hunt uses AI to scan vertical Reddit communities and extract 6 business signals—Pain, Willingness to Pay, Workarounds, and more—from massive conversations. We attach a traceable Evidence Pack so you can lock in your first paying users before you write a single line of code.
Pain → Method → Outcome
Replace vibes with a repeatable research workflow you can trust.
Pain
You read 200 threads, collect 20 screenshots, and still can’t tell if people would pay—or if you’re cherry‑picking.
You need proof, not anecdotes, before you invest months of build time.
Method
We cluster recurring pain into opportunities, extract a 6‑Signals Pack, and attach an Evidence Pack you can click through.
Every claim stays traceable to source links to reduce hallucinations.
Outcome
You get ranked options, concrete willingness‑to‑pay signals, and the fastest path to talk to real buyers.
Validate demand first. Build second.
Featured Opportunities
A curated set of real opportunity cards—signals and evidence included.
从 Notion/笔记导出成可用报告/格式非常难
“企业与个人在把笔记或数据库导出为可交付的报告/文档时遇到严重问题：Notion 的原生导出会破坏布局、表格和公式，Obsidian 的导出也常常不能满足有样式/分页要求的文档。社区使用 Pandoc、Typst、手工复制或自制工具（如基于 Typst 的 MDXport）作为变通，但这仍然是繁琐的流程。用户需要一条可模板化、保留格式与表格/图片的导出通道，以便把笔记直接交付给客户或导入到公司流程中。”
需要把 Notion 或 Obsidian 中的数据库/页面导出到 Google Docs/PDF/客户报告时，格式、视图、表格与公式常常丢失或排版错乱，导出成为实际交付物很费力。
使用 Pandoc/Typst 工具将 Markdown 导出为更可控的 PDF/DOCX，或手工复制/重排；有开发者做了基于 Typst 的浏览器端导出工具（MDXport）。
笔记间关联可发现性差，缺少“为什么”层面的元说明
“当笔记量增大时，很多用户无法系统地发现应当链接的笔记，已建立的链接也缺少理由说明，导致长期回看时无法理解最初的思路。社区的临时解决方案是用 MOC、手工表格或基于嵌入的推荐插件，但用户真正想要的是能自动揭示潜在相关笔记并把“为何相关”的语境写入元数据的工具，以便长期复用与回顾。”
在已有大量笔记（>数百）时，难以系统性地发现哪些笔记应被相互链接，且即便建立了链接，长期回看也无法记起最初为何建立该关联（缺少 'why' 元信息）。
手工维护链接清单、在 MOC（Map of Content）中列出支持/反对/延展类关系，或把关系记录成表格并写明“为什么”；使用基于嵌入/相似度推荐的插件来建议潜在关联。
笔记整理耗时，组织维护反而阻碍写作与思考
“很多人反映把零碎输入变成结构化笔记耗时太多，文件夹和标签各有利弊，混合使用反而增加冗余。为此社区常见代偿是先将条目丢进“inbox/草稿”再定期清理，或借助模板、自动归档插件把带标签的笔记移动到合适文件夹。用户希望有一种低维护但可被规则/插件驱动的整理流水线，既能保持写作流畅，又能在后台把笔记整理成可搜索、可复用的结构。”
把零散的想法/摘录整理成可复用的结构化笔记花费的时间超过写作本身；文件夹、标签、属性之间互相解决彼此的问题，导致重复工作与维护成本高。
收件箱模式（把想法先丢进一个快速捕获文件夹/日记），用模板/插件自动归档或按标签/属性批量移动；部分用户开发或使用自动归档插件将带标签的笔记移动到相应文件夹。
移动端与随手捕获太慢，想法在入口丢失
“很多人抱怨移动端记录“太慢、太费操作”，随手想到的想法常常在打开应用和定位到收件箱的过程中丢失。社区常见的代偿包括把所有临时条目丢到“inbox”文件夹，或搭建语音‑转写→汇总→写入数据库的自动化流水线，或直接回退到 Apple Notes。用户希望有一种像 Apple Notes 一样低摩擦的快速捕获入口，能马上录入并在稍后自动归档或批量处理。”
手机/移动端在记录突发想法时过慢或不便，打开应用和写入需要太多操作，导致用户错失想法或长期不录入（尤其是 Notion 在移动端/快速捕获上体验差）。
用户采用收件箱/快速记录文件夹、可穿戴录音 + 转录 + 自动写入数据库的流水线，或回退到 Apple Notes 等本机应用来快速捕获。
How It Works
From Reddit context to evidence‑backed opportunity cards—without changing your workflow.
Start from any Reddit page
Signal Hunt can run analysis across Reddit—without changing how you browse.
- Subreddits, search results, or custom feeds (any number of subreddits).
- No copy‑pasting threads into docs or spreadsheets.
Run a scan in minutes
Open the extension side panel, choose a time range, and start the scan.
- Fetches posts + comments from your current context.
- A semantic filter scores text and keeps only high‑signal intent.
Turn chaos into opportunities
We cluster recurring pain into opportunity cards, then extract a 6‑Signals Pack for each cluster.
- Persona, Pain, WTP, Resistance, Workaround, Desire.
- Every claim includes a traceable Evidence Pack.
Decide with proof
Review ranked cards, click evidence, and share a decision you can defend.
- Worth‑it Score helps you pick the best bets.
- Save reports in the web app to revisit later.
Why Signal Hunt
Built for founders who want proof—not vibes.
Evidence-backed
Every conclusion links to real Reddit posts. Click to verify the source yourself—no marketing speak, no filtered reviews.
6‑Business‑Signals framework
Persona, Pain, WTP, Resistance, Workaround, Desire—plus deduplicated clusters and a Worth‑it Score so you don’t read thousands of posts.
Devil’s advocate
Not just “why build this”, but also “why you maybe shouldn’t”. See counter‑examples and skepticism to avoid confirmation bias.
Search‑result analysis
Start from your target keywords and scenarios to aggregate scattered evidence faster—critical when you’re validating a specific idea.
Context‑aware scanning
Analyze multiple subreddits with no hard limit—wherever you are on Reddit, run one scan without copy‑pasting into a spreadsheet.
Continuous arbitrage engine
Don’t validate one idea—keep scanning weekly to catch new opportunities as they emerge. Works as a one‑off or a subscription habit.
Before vs After
Go from doomscrolling and doubt to a repeatable validation loop.
Before
Motion without proof—noise, anxiety, confirmation bias.
- Mindset
- “What if I’m building something nobody wants?”
- Workflow
- Read hundreds of threads → screenshots → a messy doc or spreadsheet.
- Output
- Anecdotes that feel like validation, but can’t be quantified.
- Decision
- No clear WTP, no recurring pattern, no counter‑examples—so you stall or pivot randomly.
- Social Proof
- Hard to convince a cofounder (or yourself) with scattered links.
After
Calm conviction—decisions you can defend with evidence.
- Mindset
- Confidence from proof—and permission to say “no” faster.
- Workflow
- Open the extension → pick a time range → scan the Reddit page you’re already on.
- Output
- Opportunity cards + a 6‑Signals Pack (Pain, Persona, WTP, Resistance, Workaround, Desire).
- Trust
- Every claim ships with a click‑through Evidence Pack to reduce hallucinations.
- Decision
- Worth‑it Score + devil’s advocate helps you pick fewer, better bets.
FAQ
Quick answers for founders moving fast.
Ready to see the pricing details?
Review plans and features before you commit to a workflow.