Related to Existing Ideas
Startup Reddit Claude
2 signals today (2 total)
"Hey everyone, I’ve been working on a project to track "opportunity gaps" on Reddit—specifically post..." — @I View →
"i didn’t set out to build a startup. i was just frustrated. every time i shipped an app, the most an..." — @I View →
Find Best Offers
1 signal today (1 total)
"1 - find an idea : shower thought or Ai generated preferably 2 - fall in love with the idea : your h..." — @Just View →
Think Best Team
3 signals today (3 total)
"A lot of you like to overcomplicate things, so I thought I’d share my journey. Yesterday, after my a..." — @Built View →
"I’ve just added 50 new free online tools to ToolsAtZero, bringing the total to 100+ browser-based to..." — @What View →
"I keep seeing posts here and on other subreddits where people say things like "why doesn't this app ..." — @An View →
Most Work Becomes
1 signal today (1 total)
"I’ve cycled through Trello, Notion, ClickUp, and now Jira over the last few years trying to keep my ..." — @Does View →
=== Fetching posts ===
Fetching posts from 21 account(s)...
[fetch] @boringmarketer...
[fetch] @levelsio...
[fetch] @naval...
[fetch] @EXM7777...
[fetch] @DavidOndrej1...
[fetch] @gregisenberg...
[fetch] @shl...
[fetch] @tibo_maker...
[fetch] @johnrushx...
[fetch] @TheCraigHewitt...
[fetch] @kieranklaassen...
[fetch] @DanielMiessler...
[fetch] @natiakourdadze...
[fetch] @PromptLLM...
[fetch] @starter_story...
[fetch] @ErnestoSOFTWARE...
[fetch] @danshipper...
[fetch] @thekitze...
[fetch] @mckaywrigley...
[fetch] @thepatwalls...
[fetch] @godofprompt...
Total: 0 posts from 0 accounts
Errors: 21
Cache saved to: /home/runner/_work/opportunity-os/opportunity-os/.claude/skills/signal-hunter/thought-leaders/cache/
=== Generating digest ===
Processing 2 accounts...
Found 0 posts above score threshold (20)
No posts matched criteria. Try lowering --min-score or running fetch_posts.ts.
✓ Done!
Fetching videos from 8 channel(s)...
[fetch] Y Combinator...
→ 1 videos
[fetch] Greg Isenberg...
[fetch] My First Million...
[fetch] MicroConf...
[fetch] Starter Story...
[fetch] Alex Hormozi...
[fetch] The Futur...
→ 0 videos
[fetch] Simon Høiberg...
→ 0 videos
Total: 1 videos from 3 channels
Errors: 5
Cache saved to: /home/runner/_work/opportunity-os/opportunity-os/.claude/skills/signal-hunter/youtube-channels/cache/videos/
Fetching transcripts for 1 video(s)...
[fetch] World Models, JEPA And The Path To Sample-Efficien...
→ 14447 words
Downloaded: 1
Skipped: 0 (cached)
No transcript: 0
Transcripts saved to: /home/runner/_work/opportunity-os/opportunity-os/.claude/skills/signal-hunter/youtube-channels/cache/transcripts/
Summarizing 1 video(s) with transcripts...
[summarize] World Models, JEPA And The Path To Sample-Efficien...
Summarized: 0
Skipped: 0 (cached)
Errors: 1
Summaries saved to: /home/runner/_work/opportunity-os/opportunity-os/.claude/skills/signal-hunter/youtube-channels/cache/summaries/
No videos found matching criteria.
Run fetch_videos.ts, fetch_transcripts.ts, and summarize_videos.ts first.
Discovery Signals
Product Hunt
Acti
Agentic keyboard for mobile commands and search
1.5K votes • Product Hunt View →
Tencent EdgeOne Makers
Ship AI agents like web apps, in minutes.
1.3K votes • Product Hunt View →
Context.dev
One API to scrape, enrich, and extract the internet
1.2K votes • Product Hunt View →
AnySearch
Real-time structured search trusted by agents and developers
976 votes • Product Hunt View →
ClawTeams
The first goal-driven, proactive AI team for e-commerce
967 votes • Product Hunt View →
ExploreYC
Open-source API for Y Combinator & a16z company data
918 votes • Product Hunt View →
Pazi
Vibe code business operations
896 votes • Product Hunt View →
Auriko
Trading desk for LLM calls
794 votes • Product Hunt View →
BrowserAct
Web browser automation for AI agents
761 votes • Product Hunt View →
AgentKey
One-stop live data marketplace for your agent
736 votes • Product Hunt View →
Reddit Discussions
I analyzed 9,300+ "I wish there was an app for this" posts on Reddit. Here is the data on what peopl
Hey everyone, I’ve been working on a project to track "opportunity gaps" on Reddit—specifically posts where someone describes a pain point and asks for a tool that doesn't seem to exist. I just finish...
796 pts • r/SaaS View →
Launched my Saas yesterday. Woke up to 5 Paying Users 🥹
Ohhh this is a MOMENT 🥺 And I just stared at the screen for 5 minutes. Not because it's a lot of money. But because someone, somewhere, took out their card... for something I built. For weeks it was ...
140 pts • r/SaasDevelopers View →
I will be your first user. Drop your SaaS
I see plenty of posts every day that people are crafting some awesome work. I can be your first user. Just drop your links, and i will join. I want to see what you guys are building . Let's goooo.
34 pts • r/saasbuild View →
Just crossed 0 USD on my third saas. There is my exact playbook
1 - find an idea : shower thought or Ai generated preferably 2 - fall in love with the idea : your heart is racing and you feel an urge 3 - do not validate the idea : talking to users is a waste of ti...
130 pts • r/SideProject View →
Built a SaaS in 32 minutes. Reached $1million MRR. Rejected a $5b acquisition.
A lot of you like to overcomplicate things, so I thought I’d share my journey. Yesterday, after my afternoon coffee, I got tired of seeing people endlessly yap about “validation”, “ICP”, “market resea...
82 pts • r/micro_saas View →
What productivity tool actually stuck for you long-term?
Not what looked good at first, but what you still use every day. App, spreadsheet, template, paper planner, or your own setup? What made it stick?
25 pts • r/ProductivityApps View →
What's one developer tool you discovered that genuinely changed the way you work?
Every few months I come across a tool that completely changes part of my workflow, and I always wonder what other hidden gems I'm missing. I'm not talking about the obvious ones like GitHub, VS Code, ...
50 pts • r/software View →
What’s your productivity system, in a nutshell?
What’s your productivity system, in a nutshell?
21 pts • r/ProductivityApps View →
Launching my first SaaS in 2 days. Any advice?
I’m launching my first SaaS in 2 days, and I’m both excited and nervous.For those who’ve launched before, what’s the one thing I should definitely do and one mistake I should avoid?Any tips or lessons...
14 pts • r/SaaS View →
Does it ever seem like productivity tools make you less productive?
I’ve cycled through Trello, Notion, ClickUp, and now Jira over the last few years trying to keep my work organized… at first each tool feels like “the answer,” but after a few weeks I end up spending ...
8 pts • r/productivity View →
What’s one online tool you wish existed? I might build it.
I’ve just added 50 new free online tools to ToolsAtZero, bringing the total to 100+ browser-based tools.The goal is simple: create a place where people can quickly get things done without installing s...
20 pts • r/prettyusefulwebsites View →
I’m 17, launched a small saas 2 days ago. it made $171 so far. here’s what i learned.
i didn’t set out to build a startup. i was just frustrated. every time i shipped an app, the most annoying part wasn’t coding, it was making app store screenshots that actually look good and convert. ...
8 pts • r/SaaS View →
Give me some SAAS ideas you think will work in next 5 years
Give me some SAAS ideas you think will work in next 5 years
0 pts • r/SaasDevelopers View →
An app where people post "I wish this app existed" — and developers actually build it
I keep seeing posts here and on other subreddits where people say things like "why doesn't this app exist?" or "someone please make this." The problem? Those posts get upvotes and comments, then disap...
10 pts • r/SomebodyMakeThis View →
Launched my first SaaS last night. Where to now?
I created a SaaS that is rough around the edges, but works overall. I think most of the major bugs are gone (fingers crossed) and while the visuals certainly leave room for improvement, it has the bas...
8 pts • r/SaaSSolopreneurs View →
Twitter Discovery
No new signals found.
YouTube Discovery
The New Evolution Tower Has ABSURD VALUE... (KINGPIN) - Tower Defense Simulator
265.7K views • 23m • CORSO Watch →
Can AI Come Up With Original Ideas?
70.0K views • 13m • Rational Animations Watch →
FC Mobile Season Reset is a BAD Idea & I23 Ovr New Cards Are?
54.4K views • 5m • De MYSTéRIO Watch →
Build a $1K+/Month Micro SaaS with Google AI Studio (Step-by-Step)
2.8K views • 14m • Pro AI Income Watch →
I Forced 2 AI Models to Make Me Rich!
81 views • 2m • StraightToPoint Watch →
How to Use AI to Test Your Startup Idea Fast
48 views • 58m • Founder Institute Watch →
How to Validate Your Startup Idea WITHOUT Ads
29 views • 8m • Oskar Bader | DesignWithValue Watch →
I Spent 150 Hours Building a SaaS from Scratch 🚀 (Busynes V1)
29 views • 1m • RitvikBuilds Watch →
Zero-Code Founder: Build, Validate & Scale Your Micro-SaaS with AI - Mr.Razek Daoud
*22 views • 50m • Cherif Peak Performance Academy * Watch →
How to Build Micro SaaS Tools 🔥 Make Money Online with Digital Templates
19 views • 10m • Arefin Tuha Watch →
Claude Code + Lovable = Your First Profitable Micro SaaS
12 views • 9m • TechEdge Wave Watch →
Validate a Startup Idea Fast: Zero‑Code 7‑Day Playbook Using On‑Device AI
9 views • 1m • Entrepreneurship Essentials Watch →
🦹♀️ Exploring What Dispatch (2025) Is All About 🦸♂️
7 views • 1h 38m • Marcy Hyde Watch →
Day 4: Building My Notion Content System in Public | From Side Project to Business
6 views • 1h 23m • Alex Fantor Watch →
How to Validate a Startup Idea in College (Student Founder Interview)
1 views • 5m • Professor Kev Watch →
Web Intelligence
Hot Launches
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AI Tool Trends
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Funding Signals
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Opportunity Signals
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AI Disruption Opportunities
Scoring based on 4 criteria (1-5 each): manual processes AI could automate, outdated tech stack, premium pricing vulnerable to disruption, and user frustration signals. Higher = more disruptable. Threshold: 12/20.
Acti
Agentic keyboard for mobile commands and search
AI could automate core workflows in Acti, reducing costs and improving speed.
1,493 PH votes • 13/20 score Website → Product Hunt →