Related to Existing Ideas
Code Guy Running
1 signal today (1 total)
"Free voice coding for Claude Code, Codex and more" — @SKI View →
Startup Reddit Claude
3 signals today (3 total)
"Hey everyone, I’ve been working on a project to track "opportunity gaps" on Reddit—specifically post..." — @I View →
"I’m a mobile app developer looking to start a new project, but I want to build something that actual..." — @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 →
Article Win Giving
1 signal today (1 total)
"Logo design — $150 Notion templates — $47 AI wrapper SaaS — $89 Dropshipping — $3 YouTube — $21 Eboo..." — @I View →
Wondering Consistently Goes
2 signals today (2 total)
"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 →
Must-bookmark Developers Hate
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...
→ 3 videos
[fetch] Simon Høiberg...
→ 0 videos
Total: 4 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 4 video(s)...
[fetch] Max Junestrand: You Need The Willingness To Learn ...
→ 9621 words
[fetch] Why Great-Looking Content Doesn’t Grow Your Busine...
→ 8634 words
[fetch] Chris Do’s Hack to Life...
→ 391 words
[fetch] 5 Minutes That Could Change Your Personal Brand...
→ 1297 words
Downloaded: 4
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 4 video(s) with transcripts...
[summarize] Max Junestrand: You Need The Willingness To Learn ...
[summarize] Why Great-Looking Content Doesn’t Grow Your Busine...
[summarize] Chris Do’s Hack to Life...
[summarize] 5 Minutes That Could Change Your Personal Brand...
Summarized: 0
Skipped: 0 (cached)
Errors: 4
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
Hey Noah
A proactive AI executive assistant for founders
622 votes • Product Hunt View →
Clipto MCP
Let agents source clips from terabytes of your local video
609 votes • Product Hunt View →
SKI
Free voice coding for Claude Code, Codex and more
592 votes • Product Hunt View →
AdAnt AI
Claude for viral, high-converting social ads
592 votes • Product Hunt View →
Dograh
The open source VAPI alternative
579 votes • Product Hunt View →
Grok Bot
AI teammates that you can give real work to
544 votes • Product Hunt View →
Memmy Agent
Let every AI remember the same you.
523 votes • Product Hunt View →
Meridian
Don't let your work go unnoticed. Get promoted!
522 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...
804 pts • r/SaaS View →
What’s the best productivity tool you pay for?
We’re all always looking for productivity apps, but finding the right one is the hard part. Let’s help each other out. Share: What you use Why you pay for it What makes it different from other apps Fr...
142 pts • r/ProductivityApps View →
5 Months Income From My SAAS.
This is a semantic seo tool.
231 pts • r/micro_saas View →
Show me your SaaS (I will signup each one)
Builders show me your SaaS which are building this weekend. First I will go - FindYourSaaS(dot)com Its a SaaS Directory
30 pts • r/saasbuild View →
Has a productivity tool, application genuinely helped you, if yes, which one and how ?
I am really curious, because I see a lot of productivity tools, everywhere. I mean so many of them, I am someone who loves to try them. and , you know actually they could help me bringing some real ef...
25 pts • r/productivity View →
Most productivity software makes people less productive.
People spend more time organizing work than doing work. Between dashboards, automations, and endless workflows, many teams are just juggling with the tasks. A simpler setup often gets more done. Edit:...
49 pts • r/unpopularopinion View →
I made $332,788 in July 2026
Logo design — $150 Notion templates — $47 AI wrapper SaaS — $89 Dropshipping — $3 YouTube — $21 Ebook — $12 Affiliate links — $8 Crypto trading — –$1,204 My Dad — $333,662 Margins: ~100% (dad doesn't ...
63 pts • r/micro_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
6 pts • r/SaasDevelopers View →
4 things I'd tell anyone launching their first SaaS
Not gospel, just my read. I spent 2 years inside a structure that coached early stage startups, so I sat through a lot of pitches and watched which ones actually turned into revenue. Now I'm building ...
38 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...
21 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 →
Boring apps that get things done
A calendar app ✅ (top tier) A notes app ✅ (top tier) Clock app (alarms) Habit tracker app:Cool to look at the graph after a long time, but honestly I don't use them. None really stuck with me. Quit a ...
18 pts • r/ProductivityApps View →
I’m a developer looking for my next project. What’s an app you wish existed?
I’m a mobile app developer looking to start a new project, but I want to build something that actually solves a real problem rather than just another generic tool. I'm looking for ideas or "pain point...
2 pts • r/AppIdeas 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. ...
9 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 →
Twitter Discovery
No new signals found.
YouTube Discovery
This Simple App Prints $2.3M/month (Learn From This)
14.9K views • 14m • Steven Cravotta Watch →
Day 143: VIBE CODING & BUSINESS SEASON 4 STARTS NOW ... | Revenue: $39,287.18
1.6K views • 1h 21m • TOMMY YIPXYZ Watch →
I Made More in 1 Hour Than 100 Hours of SaaS.
360 views • 8m • Luke J Byrne (AI Luke) Watch →
Micro SaaS Ideas💡
180 views • 1m • Hostinger Bytes Watch →
7 Proven Ways to Test and Validate Your Business Idea (Before You Build Anything)
*89 views • 7m • Carly Docking * Watch →
My Step-by-Step Plan to Build a $500k/Year Business in 2027
86 views • 30m • Patrick Kruntorad Watch →
How to Build a Business That Gets Easier Every Month
73 views • 13m • Patrick Kruntorad Watch →
How to Validate a Startup Idea Before Building an MVP
50 views • 9m • Rubber Duck Innovations Watch →
Building My AI Startup in Public | Day 10 | İlkay Builds
22 views • 7m • Ilkay Builds Watch →
Build a Micro-SaaS with AI — Solo
7 views • 1m • AI Income Lab Watch →
Validate a Startup Idea in 3 Steps (Without Guessing)
7 views • 2m • My Little Indie Studio Watch →
Don't Build It Yet! How To Prototype Your Startup Idea | TheDesignLemonade
2 views • 6m • The DesignLemonade | Design Business & Growth Watch →
Stop Building in Silence: 5 Reasons to Share Your Work
1 views • 1m • Plunder & Riffle Watch →
Stop Building in Silence: 5 Reasons to Share Your Work
1 views • 1m • Plunder & Riffle 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.
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 →