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 →
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 →
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 →
Many People Estimate
1 signal today (1 total)
"Been trying to find a solo SaaS idea for a while now and it keeps going the same way. Anything with ..." — @I 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...
→ 5 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: 6 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 6 video(s)...
[fetch] Why 97% of Creatives Stay Broke......
→ 2799 words
[fetch] Waymo Co-CEO Dmitri Dolgov: The Demo Is Only 1% Of...
→ 7808 words
[fetch] Patrick Collison: Is AI Breaking the Lean Startup ...
→ 5919 words
[fetch] Jeff Dean: The 1% Rule for Building in AI...
→ 9670 words
[fetch] Multi-GPU Kernels, Intelligence per Watt, Heteroge...
→ 14566 words
[fetch] Alexandr Wang: “This is a Once-in-a-Civilization O...
→ 6279 words
Downloaded: 6
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 6 video(s) with transcripts...
[summarize] Why 97% of Creatives Stay Broke......
[summarize] Waymo Co-CEO Dmitri Dolgov: The Demo Is Only 1% Of...
[summarize] Patrick Collison: Is AI Breaking the Lean Startup ...
[summarize] Jeff Dean: The 1% Rule for Building in AI...
[summarize] Multi-GPU Kernels, Intelligence per Watt, Heteroge...
[summarize] Alexandr Wang: “This is a Once-in-a-Civilization O...
Summarized: 0
Skipped: 0 (cached)
Errors: 6
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
Pazi
Vibe code business operations
1.0K votes • Product Hunt View →
OpenSEO
The open source Ahrefs alternative
936 votes • Product Hunt View →
AnySearch
Real-time structured search trusted by agents and developers
783 votes • Product Hunt View →
Fuzzy AI
We warm your prospects before reaching out
712 votes • Product Hunt View →
Unabyss for Claude
Shared memory across all apps and LLMs. In Claude
679 votes • Product Hunt View →
Prelint
Prevent product drift in AI-written code
672 votes • Product Hunt View →
Sim
Open-source workspace for AI agents and workflows
670 votes • Product Hunt View →
Velo 3.0
AI video infrastructure to explain, train, and sell faster.
647 votes • Product Hunt View →
SKI
Free voice coding for Claude Code, Codex and more
639 votes • Product Hunt View →
Memmy Agent
Let every AI remember the same you.
585 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...
801 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 can build almost anything. I cannot find one SaaS idea worth building. Reality check, please.
Going to be honest because I'm tired of pretending I've got it figured out. I'm a strong builder. Give me a spec and I'll ship it, clean, fast, working. That was supposed to be the hard part. Everyone...
128 pts • r/SaaS View →
What do you still do manually because every app for it is bad?
Feels like everything is done in the age of AI, but is it ? I wonder what people think of the gaps. I feel like I'm exposed to AI a lot more than people around me, so my question is what's a recurring...
189 pts • r/productivity View →
I painted for years, became a developer, and built the tool I always wished existed as an artist
I painted seriously before becoming a software developer. You never quite stop being an artist. Life just takes you elsewhere. A while back I started building something I kept wishing existed when I w...
156 pts • r/sketches View →
What was the biggest mistake you made when launching your first SaaS?
Hi everyone, I'm currently building my first SaaS and learning something new every day. If you've launched a SaaS before, what's one mistake you made that you'd avoid if you were starting again? I'd l...
18 pts • r/SaasDevelopers 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 →
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 ...
39 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 →
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
2 pts • r/SaasDevelopers 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 scraped ~150 subreddits to find a micro-SaaS idea. Same wall every time.
Been trying to find a solo SaaS idea for a while now and it keeps going the same way. Anything with a real pain and people who actually pay already has a handful of tools doing it. And the niches that...
14 pts • r/microsaas 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 →
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
I Built an AI Startup With Replit...
29.8K views • 18m • WorldofAI Watch →
This NEW AI Shift Is HUGE - Here Is How I Am Making Money!
7.5K views • 27m • affiliatemarketingmc Watch →
Claude + Insforge Built a $55,000 MRR Micro SaaS in One Afternoon
4.1K views • 24m • Astro K Joseph Watch →
I Made My First Internet Money in 7 Days (Here's What Changed)
43 views • 5m • Rich Mind Finance Watch →
Micro-SaaS in 2026 🚀 | Build a Profitable SaaS Business with Just $50/Month
38 views • 9m • TechFuelAI Watch →
Why Your Solo Business Makes $57K When These Solopreneurs Make $3M
13 views • 8m • NewNewWealth Watch →
Every AI Business Model. Here's What Doesn't Make the Cut
9 views • 9m • NewNewWealth Watch →
20260723 Tampa Bay IIBA Frugal Founders Launch And Validate Without Going Broke with Shane McDougal
9 views • 1h 0m • IIBA Tampa Bay Chapter in Florida USA Watch →
S02E38 Building an AI Business in Public Through Authenticity | Gabe Campbell
9 views • 1h 3m • Nikhil Vaish Watch →
Why 2026 Is The End Of Physical Video Games (And How To Fight Back)
6 views • 18m • Barebones Code Watch →
how to create micro saas using blink ai[2026 Full Guide]
5 views • 2m • Extreme How To's Watch →
How to Validate a Business Idea Before You Waste Money
5 views • 4m • From The Ground Up Watch →
How to Guarantee Your Business Idea Will Work Without Ever Inventing Anything New
3 views • 10m • Strategy Samurai Watch →
Solo Founder Reality Check: Facts, Money & Mindset You Need To Hear
2 views • 4m • SOLOFOUNDED Watch →
Don't Start That Small Business Until You Do These 5 Things | Essential Startup Guide
*2 views • 3m • Emmanuel Wealth * Watch →
Web Intelligence
Hot Launches
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AI Tool Trends
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Funding Signals
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Opportunity Signals
*Search failed: Perplexity API error: 401 - {"error":{"message":"Invalid API key provided. You can find your API key at https://www.perplexity.ai/settings/api.","type":"invalid_api_key","code":401}}
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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 →