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 →
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 →
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 →
Find Best Offers
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] 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...
→ 6262 words
[fetch] Blake Scholl: Breaking the Supersonic Ban...
→ 9109 words
[fetch] Sam Altman: "Never a Better Time to Do a Startup"...
→ 7318 words
[fetch] The Hard Path Everyone Avoids (That Leads to Succe...
→ 2799 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] 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...
[summarize] Blake Scholl: Breaking the Supersonic Ban...
[summarize] Sam Altman: "Never a Better Time to Do a Startup"...
[summarize] The Hard Path Everyone Avoids (That Leads to Succe...
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
Acti
Agentic keyboard for mobile commands and search
957 votes • Product Hunt View →
Pazi
Vibe code business operations
954 votes • Product Hunt View →
OpenSEO
The open source Ahrefs alternative
910 votes • Product Hunt View →
Context.dev
One API to scrape, enrich, and extract the internet
874 votes • Product Hunt View →
AnySearch
Real-time structured search trusted by agents and developers
768 votes • Product Hunt View →
Fuzzy AI
We warm your prospects before reaching out
695 votes • Product Hunt View →
Glaze by Raycast
Create your own Mac apps by chatting with AI
683 votes • Product Hunt View →
Sim
Open-source workspace for AI agents and workflows
668 votes • Product Hunt View →
Unabyss for Claude
Shared memory across all apps and LLMs. In Claude
666 votes • Product Hunt View →
Velo 3.0
AI video infrastructure to explain, train, and sell faster.
646 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...
799 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 execute and build literally anything, but I’ve spent months failing to find a single valid Saa
I’m hitting a wall, and I honestly just need some perspective from experienced founders or folks in the trenches at places like B2B , B2C products. For context: I’m a full-stack engineer with a CompE ...
60 pts • r/SaaS 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 →
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...
14 pts • r/SaasDevelopers 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 →
223 free developer tools. One tab.
I stumbled across this site for all sorts of dev tools that I used to jump around from site to site. https://lunchboxhands.com/ Data covertersFormatters,Encoders/Decoders...
48 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
1 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 ...
34 pts • r/SaaS 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
How to Build Wealth in the Age of AI
51.1K views • 3h 11m • Evan Carmichael Watch →
What I Learned Building a SaaS with AI...
666 views • 6m • Hostinger Academy Watch →
Day 47 – Vibe Code Marketing an App Until I Make $1M | ARR: $3,744
152 views • 3h 23m • Moe Ameen – Business AI & Lead Generation Watch →
How to Use AI to Validate Your Startup Idea in Days
146 views • 58m • Founder Institute Watch →
I Vibe Coded an App and It Only Took Me 1.5 Years
77 views • 10m • 180 Mind Watch →
How You Keep Creating When You Wear Every Hat | Nayadnara
*53 views • 1h 14m • ZHZ Podcast: Indie Music & Artist Interviews * Watch →
Baby Steps: In Conversation with Bennett Foddy
45 views • 1h 25m • ACMI – Australia's museum of screen culture Watch →
Building Pinterest Pin 54 With Claude + ChatGPT | Build in Public Week 7
9 views • 4m • AiWhizzKids Watch →
I Ran the Numbers on Every Zero-Employee Business Model (Here's the Truth)
6 views • 8m • NewNewWealth Watch →
Micro-SaaS in 2026 🚀 | Build a Profitable SaaS Business with Just $50/Month
3 views • 9m • TechFuelAI Watch →
Don't just register BUILD!!! Everyone Thinks This Is Step 1 of a Startup... They're Wrong! 🚀
3 views • 6m • LAW WITH HARSHITA Watch →
I Ranked Every One-Person AI Business. Only 10 Are Worth Starting in 2026.
1 views • 9m • NewNewWealth Watch →
S02E38 Building an AI Business in Public Through Authenticity | Gabe Campbell
1 views • 1h 3m • Nikhil Vaish 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 →