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
1 signal today (1 total)
"I’ve just added 50 new free online tools to ToolsAtZero, bringing the total to 100+ browser-based to..." — @What View →
Literally Win
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 →
Much Money Made
1 signal today (1 total)
"I've been using productivity apps for years, but never stuck with anything. I ended up just using No..." — @What View →
Working Hands-on Hundreds
1 signal today (1 total)
"AI-powered marketing automation tool" — @GojiberryAI 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.
1.2K 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
957 votes • Product Hunt View →
ExploreYC
Open-source API for Y Combinator & a16z company data
908 votes • Product Hunt View →
ClawTeams
The first goal-driven, proactive AI team for e-commerce
890 votes • Product Hunt View →
Pazi
Vibe code business operations
865 votes • Product Hunt View →
Auriko
Trading desk for LLM calls
791 votes • Product Hunt View →
BrowserAct
Web browser automation for AI agents
757 votes • Product Hunt View →
AgentKey
One-stop live data marketplace for your agent
718 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...
795 pts • r/SaaS 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 →
I just crossed $33,000 MRR within 4 months of launch, here’s what I learned.
I hit $34k MRR with my SaaS in just 4 months. Here are the biggest lessons that worked for me, so you can hopefully get one step closer to making it yourself. Do not expect your first product to actua...
34 pts • r/micro_saas 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 →
launching my first saas soon
been working solo on my first saas for a while now - a pdf template builder with drag and drop editing builder and an api for automation. Getting close to launch now
45 pts • r/SaaS 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 →
What are some online tools you wish existed that you’d actually pay for?
I’m doing some informal research on small, niche online tools people genuinely wish existed. Not big “next unicorn startup” ideas but more like simple, focused tools that solve one annoying problem re...
9 pts • r/SideProject 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 →
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.
11 pts • r/saasbuild 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 →
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 →
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 →
Serious Question: How do you not hate "any" productivity app?
Guys, I am asking very very seriously. I need to work. I need to do more with my daily 24hrs. And I though once I have them all organized and cleaned up, I will be able to execute them. Boy was I wron...
12 pts • r/productivity View →
Week 1 analytics of my newly launched micro-SaaS. Here is how it's going so far
Hey everyone! I’ve decided to build my project completely in public, so here is the very first screenshot of my analytics dashboard after 7 days of being live. To give you some context on these number...
10 pts • r/SideProject View →
What productivity app are you most upset with at the moment and why?
I've been using productivity apps for years, but never stuck with anything. I ended up just using Notes, Spreadsheets and recurring Reminders app on iOS. I've usedTodoistStreaksHabiticaNotionObsidianE...
4 pts • r/ProductivityApps View →
Twitter Discovery
No new signals found.
YouTube Discovery
Can AI Come Up With Original Ideas?
51.8K views • 13m • Rational Animations Watch →
China Won
8.6K views • 21m • Mehul Mohan Watch →
Build a $1K+/Month Micro SaaS with Google AI Studio (Step-by-Step)
2.3K views • 14m • Pro AI Income Watch →
Building Is Free Now. Getting Paid Isn't: How AI Builders Actually Make Money in 2026
75 views • 39m • Caleb Schuelke Watch →
Why This Engineer Rejected VC Funding to Build ShadowTraffic | $340 ARR
59 views • 47m • DataEngineeringDan Watch →
How to Use AI to Test Your Startup Idea Fast
37 views • 58m • Founder Institute Watch →
I Spent 150 Hours Building a SaaS from Scratch 🚀 (Busynes V1)
25 views • 1m • RitvikBuilds Watch →
How to Find Startup Ideas Worth Building | Nomaan Ahmed of Orbits
23 views • 17m • TechTO Watch →
Zero-Code Founder: Build, Validate & Scale Your Micro-SaaS with AI - Mr.Razek Daoud
*19 views • 50m • Cherif Peak Performance Academy * Watch →
The Ultimate Startup Testing & Validation Guide: Avoid Failure & Launch with Confidence #business
11 views • 8m • Business Brahmastra Watch →
Validate a Startup Idea Fast: Zero‑Code 7‑Day Playbook Using On‑Device AI
9 views • 1m • Entrepreneurship Essentials Watch →
Redesigning My Live AI Tool (Without Breaking It) | Building a Business With Claude
6 views • 39m • AiWhizzKids Watch →
Is Your Startup Idea Actually Ready? Take This Free Test First
5 views • 1m • Matt Evans Watch →
why you should film yourself building
1 views • 6m • Gilhyeon Park 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.
TrustMRR
Verified revenue data for startups
AI could automate core workflows in TrustMRR, reducing costs and improving speed.
~$1.2M ARR • 14/20 score Website → IndieHackers →
Tech Press List
Connecting startups with journalists
AI could automate core workflows in Tech Press List, reducing costs and improving speed.
~$1.2M ARR • 14/20 score Website → IndieHackers →
Acti
Agentic keyboard for mobile commands and search
AI could automate core workflows in Acti, reducing costs and improving speed.
1,489 PH votes • 13/20 score Website → Product Hunt →
GojiberryAI
AI-powered marketing automation tool
AI could automate core workflows in GojiberryAI, reducing costs and improving speed.
~$1.6M ARR • 12/20 score Website → IndieHackers →
IbexAI
AI-driven customer support tool
AI could automate core workflows in IbexAI, reducing costs and improving speed.
~$1.1M ARR • 12/20 score Website → IndieHackers →