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 →
Feel Few Years
1 signal today (1 total)
"I feel like every week there’s a new app claiming to boost productivity, but I end up feeling more l..." — @Anyone View →
Think Best Team
2 signals today (2 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 →
Must-bookmark Developers Hate
1 signal today (1 total)
"I keep seeing posts here and on other subreddits where people say things like "why doesn't this app ..." — @An 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...
→ 1 videos
[fetch] Simon Høiberg...
→ 0 videos
Total: 2 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 2 video(s)...
[fetch] She Cracked the YouTube Code. Here's Everything Sh...
→ 29188 words
[fetch] World Models, JEPA And The Path To Sample-Efficien...
→ 14447 words
Downloaded: 2
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 2 video(s) with transcripts...
[summarize] She Cracked the YouTube Code. Here's Everything Sh...
[summarize] World Models, JEPA And The Path To Sample-Efficien...
Summarized: 0
Skipped: 0 (cached)
Errors: 2
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.
1.2K 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
965 votes • Product Hunt View →
ClawTeams
The first goal-driven, proactive AI team for e-commerce
926 votes • Product Hunt View →
ExploreYC
Open-source API for Y Combinator & a16z company data
911 votes • Product Hunt View →
Pazi
Vibe code business operations
882 votes • Product Hunt View →
OpenSEO
The open source Ahrefs alternative
855 votes • Product Hunt View →
Auriko
Trading desk for LLM calls
768 votes • Product Hunt View →
BrowserAct
Web browser automation for AI agents
745 votes • Product Hunt View →
AgentKey
One-stop live data marketplace for your agent
723 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 →
Pov: you are a SaaS founder in 2026
Pov: you are a SaaS founder in 2026
442 pts • r/SaaS 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.
49 pts • r/saasbuild View →
Anyone else feel overwhelmed by all the productivity tools out there?
I feel like every week there’s a new app claiming to boost productivity, but I end up feeling more lost than ever. I’ve got so many tabs open, and I can’t keep track of what I’m supposed to be doing. ...
302 pts • r/productivity 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, ...
88 pts • r/software 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...
127 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 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 →
Drop your SaaS
building FeedbackQueue, a free-to-usefeedback-for-feedback platform for people to get feedback and testers without any outreach, SEO, ads, or doing any marketing bs. Not even looking for them. WELL, w...
15 pts • r/Startup_Ideas 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 →
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 →
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 →
What software do you wish existed?
I’ve been thinking about building something new and wanted to ask the community: If you could have any software or tool — no matter how simple or complex — what would it be? It could solve a daily ann...
0 pts • r/vibecoding View →
I broke down 3 micro-SaaS ideas that could each do $5-10K/month. all found from real complaints, ful
i track complaints from reddit, hacker news, and a few other platforms daily. score them by pain level and map competitor gaps. here are 3 i found this week that have real passive income potential onc...
19 pts • r/passive_income View →
Twitter Discovery
No new signals found.
YouTube Discovery
The New Evolution Tower Has ABSURD VALUE... (KINGPIN) - Tower Defense Simulator
282.0K views • 23m • CORSO Watch →
Can AI Come Up With Original Ideas?
74.8K views • 13m • Rational Animations Watch →
FC Mobile Season Reset is a BAD Idea & I23 Ovr New Cards Are?
56.2K views • 5m • De MYSTéRIO Watch →
I Analyzed 50 Billionaires: Here's What They All Have in Common
2.5K views • 55m • Evan Carmichael Watch →
Day 42 – Vibe Code Marketing an App Until I Make $1M | ARR: $4,332
218 views • 4h 2m • Moe Ameen – Business AI & Lead Generation Watch →
How to Validate Your Business Idea and Launch Faster with AI
102 views • 15m • Bill Mcintosh Watch →
How to Use AI to Test Your Startup Idea Fast
52 views • 58m • Founder Institute Watch →
How to Validate Your Startup Idea WITHOUT Ads
41 views • 8m • Oskar Bader | DesignWithValue Watch →
Can I Build a Mac App in 7 Days? I Tried. (One Week In My Life Building In Public)
39 views • 10m • Codegainers Watch →
Claude Code + Lovable = Your First Profitable Micro SaaS
27 views • 9m • TechEdge Wave Watch →
Zero-Code Founder: Build, Validate & Scale Your Micro-SaaS with AI - Mr.Razek Daoud
*23 views • 50m • Cherif Peak Performance Academy * Watch →
🦹♀️ Exploring What Dispatch (2025) Is All About 🦸♂️
22 views • 1h 38m • Marcy Hyde Watch →
How to Build Micro SaaS Tools 🔥 Make Money Online with Digital Templates
20 views • 10m • Arefin Tuha Watch →
How to Validate a Business Idea Before Spending Money
7 views • 24m • Banq Official Watch →
Day 4: Building My Notion Content System in Public | From Side Project to Business
6 views • 1h 23m • Alex Fantor 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.
1,474 PH votes • 13/20 score Website → Product Hunt →