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
3 signals today (3 total)
"Hey everyone, I’ve been working on a project to track "opportunity gaps" on Reddit—specifically post..." — @I View →
"One person can now: build production-ready software with AI (Cursor, Lovable) create landing pages i..." — @Everyone 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 →
Much Money Made
1 signal today (1 total)
"Money is rotating out of typical SaaS and into hardware, entertainment, AI models, and deep tech. Th..." — @SaaS View →
Wondering Consistently Goes
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 →
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 →
Must-bookmark Developers Hate
1 signal today (1 total)
"AI-driven 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...
→ 4 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: 5 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 5 video(s)...
[fetch] I hate numbers, but this changes everything #Intui...
→ 191 words
[fetch] The Case For Data Centers In Space...
→ 7748 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
Downloaded: 5
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 5 video(s) with transcripts...
[summarize] I hate numbers, but this changes everything #Intui...
[summarize] The Case For Data Centers In Space...
[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...
Summarized: 0
Skipped: 0 (cached)
Errors: 5
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
941 votes • Product Hunt View →
AnySearch
Real-time structured search trusted by agents and developers
737 votes • Product Hunt View →
Fuzzy AI
We warm your prospects before reaching out
709 votes • Product Hunt View →
Unabyss for Claude
Shared memory across all apps and LLMs. In Claude
678 votes • Product Hunt View →
Prelint
Prevent product drift in AI-written code
676 votes • Product Hunt View →
Sim
Open-source workspace for AI agents and workflows
657 votes • Product Hunt View →
Prefactor
Evaluate your AI Agents in real-time
647 votes • Product Hunt View →
Velo 3.0
AI video infrastructure to explain, train, and sell faster.
644 votes • Product Hunt View →
SKI
Free voice coding for Claude Code, Codex and more
638 votes • Product Hunt View →
Memmy Agent
Let every AI remember the same you.
586 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...
802 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 →
Starting to build my first SaaS 🚀
I've been thinking about building a SaaS for a long time but I keep overthinking every idea. I wanted the "superb" idea before starting, and honestly, that just stopped me from building anything. Few ...
140 pts • r/saasbuild 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 →
SaaS is dying!
Money is rotating out of typical SaaS and into hardware, entertainment, AI models, and deep tech. The core problem: SaaS eventually gets commoditized. Given enough time, most of it ends up free, the s...
56 pts • r/micro_saas View →
Everyone's underestimating how ridiculous 2026 is for starting a company
One person can now: build production-ready software with AI (Cursor, Lovable) create landing pages in hours (v0, Bolt) produce videos without touching an editor (Veo, Descript) turn one idea into cont...
29 pts • r/micro_saas 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...
20 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 ...
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 you building right now? I want to check out real Micro SaaS projects
Hey everyone, I spend a lot of time reading about SaaS ideas, but honestly, I find it much more interesting to look at what people are actually building. So if you’re working on something right now — ...
14 pts • r/microsaas 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 →
Launching my first SaaS. How did you get your first paying customers?
TL;DR: I’m building a SaaS after running a handmade crafts business. I’m looking for something easier to manage day-to-day while keeping my full-time job. I’ve set a launch deadline. The concept is si...
15 pts • r/micro_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 →
Twitter Discovery
No new signals found.
YouTube Discovery
App Ideas That People Are Already Searching For (Steal This Strategy)
5.1K views • 17m • App Masters Watch →
Claude + Insforge Built a $55,000 MRR Micro SaaS in One Afternoon
4.2K views • 24m • Astro K Joseph Watch →
The TOP 3 Gorilla Tag Copies You NEED for the School Year! (FREE STICK + FREE ADMIN!)
4.1K views • 6m • ChickenrunYT Watch →
I Let Two AIs Build a SaaS in 24 Hours (Here's What Happened)
1.4K views • 13m • Clearmud Watch →
Micro-SaaS in 2026 🚀 | Build a Profitable SaaS Business with Just $50/Month
47 views • 9m • TechFuelAI Watch →
Stop watching tutorials. I made $500 in a week shipping ugly code!
46 views • 1m • made by ryan Watch →
I Made My First Internet Money in 7 Days (Here's What Changed)
43 views • 5m • Rich Mind Finance Watch →
Why 2026 Is The End Of Physical Video Games (And How To Fight Back)
21 views • 18m • Barebones Code Watch →
Why Your Solo Business Makes $57K When These Solopreneurs Make $3M
14 views • 8m • NewNewWealth Watch →
S02E38 Building an AI Business in Public Through Authenticity | Gabe Campbell
10 views • 1h 3m • Nikhil Vaish 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 →
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 →
Using AI for Startup Idea Validation #aishorts #artificialintelligence #airevolution #nextgenai
3 views • 2m • The Algorithmic Age 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.
SpeedySquirrel
Suite of Shopify apps for e-commerce.
AI could automate core workflows in SpeedySquirrel, reducing costs and improving speed.
~$1.7M ARR • 15/20 score Website → IndieHackers →
TrustMRR
API for verified revenue data from startups.
AI could automate core workflows in TrustMRR, reducing costs and improving speed.
~$1.2M ARR • 14/20 score Website → IndieHackers →
Pytch
A platform for building and launching apps quickly.
AI could automate core workflows in Pytch, reducing costs and improving speed.
~$1.0M ARR • 13/20 score Website → IndieHackers →
GojiberryAI
AI-driven marketing automation tool.
AI could automate core workflows in GojiberryAI, reducing costs and improving speed.
~$1.6M ARR • 12/20 score Website → IndieHackers →