Related to Existing Ideas
Code Stop Building
1 signal today (1 total)
"Prevent product drift in AI-written code" — @Prelint View →
Code Guy Running
1 signal today (1 total)
"Free voice coding for Claude Code, Codex and more" — @SKI View →
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 →
Much Money Made
2 signals today (2 total)
"There are so many productivity apps nowadays that I sometimes feel like finding the right one has be..." — @What View →
"Think about it... I know that not every1 feels this but allot of ppl including me feel like that the..." — @Productivity View →
Struggling
1 signal today (1 total)
"Logo design — $150 Notion templates — $47 AI wrapper SaaS — $89 Dropshipping — $3 YouTube — $21 Eboo..." — @I View →
Think Best Team
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've been working on a small SaaS project lately. Mostly just coding after work and figuring things ..." — @Anyone View →
App Glorified Notes
1 signal today (1 total)
"I have tired almost all productivity tools from Todoist to Notion, Obsidian to Asana. From simple ta..." — @I View →
Working Hands-on Hundreds
1 signal today (1 total)
"AI-powered marketing 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...
→ 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] 5 Minutes That Could Change Your Personal Brand...
→ 1297 words
[fetch] Max Junestrand: You Need The Willingness To Learn ...
→ 9621 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] 5 Minutes That Could Change Your Personal Brand...
[summarize] Max Junestrand: You Need The Willingness To Learn ...
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
Hey Noah
A proactive AI executive assistant for founders
614 votes • Product Hunt View →
Prelint
Prevent product drift in AI-written code
609 votes • Product Hunt View →
Clipto MCP
Let agents source clips from terabytes of your local video
601 votes • Product Hunt View →
AdAnt AI
Claude for viral, high-converting social ads
595 votes • Product Hunt View →
SKI
Free voice coding for Claude Code, Codex and more
594 votes • Product Hunt View →
Dograh
The open source VAPI alternative
572 votes • Product Hunt View →
Grok Bot
AI teammates that you can give real work to
547 votes • Product Hunt View →
Memmy Agent
Let every AI remember the same you.
529 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...
143 pts • r/ProductivityApps View →
5 Months Income From My SAAS.
This is a semantic seo tool.
135 pts • r/micro_saas View →
What’s the one productivity app that changed your life and how?
There are so many productivity apps nowadays that I sometimes feel like finding the right one has become a productivity problem itself. Every week there seems to be another app promising to organize y...
49 pts • r/ProductivityApps 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 →
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 →
how to build and launch a Micro SaaS as a solo founder in 2026
I’ve tried starting three different SaaS projects over the last two years. Every time, I get bogged down in the setup phase, configuring payments, user authentication, responsive UI, database tables, ...
28 pts • r/microsaas View →
Productivity apps are doomed
Think about it... I know that not every1 feels this but allot of ppl including me feel like that these apps are just not enough.Suppose you open ur phone to work with a productivity app but 5 mins lat...
9 pts • r/ProductivityApps 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 →
Anyone else building a SaaS right now?
I've been working on a small SaaS project lately. Mostly just coding after work and figuring things out as I go. It's still pretty early, so I'm not going to explain what it is yet. I want to get it i...
11 pts • r/microsaas View →
I'm I the only one who finds it so difficult to connect almost all productivity tools? I keep going
I have tired almost all productivity tools from Todoist to Notion, Obsidian to Asana. From simple task manager/habit trackers to complex project management tools. But nothing worked for me. Either I f...
16 pts • r/productivity View →
App developer wanted
I am a guitarist and I need an app to be able to tab my songs. I've tried the other apps but all of them are basic and don't have the customization I want.
11 pts • r/AppDevelopers 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 →
Twitter Discovery
No new signals found.
YouTube Discovery
Day 143: VIBE CODING & BUSINESS SEASON 4 STARTS NOW ... | Revenue: $39,287.18
714 views • 1h 21m • TOMMY YIPXYZ Watch →
Analog Horror Explained: The Genre That Turned Old TV Into a Weapon
404 views • 24m • Sasha K. Watch →
Building in Public as a Developer — Working on My App During Vacation
169 views • 9m • Codegainers Watch →
Micro SaaS Ideas💡
157 views • 1m • Hostinger Bytes Watch →
My Step-by-Step Plan to Build a $500k/Year Business in 2027
84 views • 30m • Patrick Kruntorad Watch →
Running Your Business In A Flow State Makes Selling 10x Easier
69 views • 7m • Patrick Kruntorad Watch →
7 Proven Ways to Test and Validate Your Business Idea (Before You Build Anything)
*67 views • 7m • Carly Docking * Watch →
How to Validate a Startup Idea Before Building an MVP
48 views • 9m • Rubber Duck Innovations Watch →
From Factory Worker to Solopreneur — My Real Day #solopreneur #buildinpublic
20 views • 1m • Manuel Puglisi Watch →
building in public sharing my journey #buildinpublic #founder #solopreneur
7 views • 1m • Just Vignesh Watch →
Validate a Startup Idea in 3 Steps (Without Guessing)
3 views • 2m • My Little Indie Studio Watch →
Validate Any Business Idea in 48 Hours Using Claude — No More Guesswork 2026
3 views • 5m • Jena Techs Watch →
Don't Build It Yet! How To Prototype Your Startup Idea | TheDesignLemonade
1 views • 6m • The DesignLemonade | Design Business & Growth Watch →
Build a Micro-SaaS with AI — Solo
0 views • 1m • AI Income Lab Watch →
Build a Micro-SaaS With AI — Solo
0 views • 1m • AI Income Lab 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 tool
AI could automate core workflows in GojiberryAI, reducing costs and improving speed.
~$1.6M ARR • 12/20 score Website → IndieHackers →