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
1 signal today (1 total)
"Hey everyone, I’ve been working on a project to track "opportunity gaps" on Reddit—specifically post..." — @I View →
Struggling
2 signals today (2 total)
"I find it difficult to use Notion for my product building. Any suggestions?" — @Alternative View →
"Logo design — $150 Notion templates — $47 AI wrapper SaaS — $89 Dropshipping — $3 YouTube — $21 Eboo..." — @I 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 →
Feel Few Years
1 signal today (1 total)
"Think about it... I know that not every1 feels this but allot of ppl including me feel like that the..." — @Productivity 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...
→ 2 videos
[fetch] Greg Isenberg...
[fetch] My First Million...
[fetch] MicroConf...
[fetch] Starter Story...
[fetch] Alex Hormozi...
[fetch] The Futur...
→ 0 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] Max Junestrand: You Need The Willingness To Learn ...
→ 9621 words
[fetch] Going In Deep On Data | YC Paper Club...
→ 10023 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] Max Junestrand: You Need The Willingness To Learn ...
[summarize] Going In Deep On Data | YC Paper Club...
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
Prelint
Prevent product drift in AI-written code
610 votes • Product Hunt View →
Hey Noah
A proactive AI executive assistant for founders
605 votes • Product Hunt View →
AdAnt AI
Claude for viral, high-converting social ads
602 votes • Product Hunt View →
SKI
Free voice coding for Claude Code, Codex and more
600 votes • Product Hunt View →
Prefactor
Evaluate your AI Agents in real-time
593 votes • Product Hunt View →
Clipto MCP
Let agents source clips from terabytes of your local video
589 votes • Product Hunt View →
Dograh
The open source VAPI alternative
565 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.
533 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 →
Post your SaaS I'll suggest how to get your first 100 users !!
A few years ago, I launched my first SaaS. Spent months on dev and the hardest thing was to get those first 100 users. I promise it does get easier after that. Seems that it's also the chalenge faced ...
60 pts • r/microsaas View →
drop your SaaS and i will make free launch videos for 3 best ones 🤝🧑💻
hey there 👋 i am Waris, and i am the founder of Shy Combinator . we make launch videos for SaaS startups which have garnered millions of views on social media. people on subreddits have such cool fkn...
39 pts • r/SideProject View →
Post your SaaS I'll suggest how to get your first 100 users !!
Been developing my SaaS alongside 20 other products. Now I made it part of my mission to help founders go from 0 to 100 users (just because that's where I've had the most experience) with Cent. Post y...
25 pts • r/microsaas View →
10,000 wishlists in 2 weeks with $0 in ads. Here's the breakdown, including the part that was pure l
TL;DR: I made a game that looks like cleaning content, which is already a huge non-gaming video category. One reel hit 355k views with 72% first-second retention. A creator picked it up on their own. ...
108 pts • r/gameDevMarketing 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...
21 pts • r/SaasDevelopers 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 →
Alternative App to Notion
I find it difficult to use Notion for my product building. Any suggestions?
18 pts • r/ProductivityApps 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
5 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 →
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, ...
26 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 →
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 →
Twitter Discovery
No new signals found.
YouTube Discovery
This Simple App Prints $2.3M/month (Learn From This)
7.1K views • 14m • Steven Cravotta Watch →
How to Start a 1-Person Business with Claude
4.1K views • 6m • Learn With Shopify Watch →
Joseph Anderson Gamescomdle
1.3K views • 4h 5m • Non Official Daily(ish) Joseph Anderson Watch →
Analog Horror Explained: The Genre That Turned Old TV Into a Weapon
185 views • 24m • Sasha K. Watch →
Building in Public as a Developer — Working on My App During Vacation
112 views • 9m • Codegainers Watch →
Micro SaaS Ideas💡
97 views • 1m • Hostinger Bytes Watch →
My Step-by-Step Plan to Build a $500k/Year Business in 2027
73 views • 30m • Patrick Kruntorad I Systems for creators Watch →
7 Proven Ways to Test and Validate Your Business Idea (Before You Build Anything)
*54 views • 7m • Carly Docking * Watch →
How to Test a Business Idea Before You Quit Your Job
52 views • 11m • Rich Life Plan Podcast Watch →
Claude AI Built My Website Live (No Code Touched) 🤯
29 views • 4m • Marketing With AI Watch →
From Factory Worker to Solopreneur — My Real Day #solopreneur #buildinpublic
19 views • 1m • Manuel Puglisi Watch →
building in public sharing my journey #buildinpublic #founder #solopreneur
5 views • 1m • Just Vignesh Watch →
How To Validate Your STARTUP Idea Before Building It
2 views • 19m • natalia dieck Watch →
How to Test a Business Idea Before Spending Any Money | Lesson 6
2 views • 2m • Wealthlings Academy Watch →
Web Intelligence
Hot Launches
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AI Tool Trends
*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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Funding 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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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 solutions for businesses
AI could automate core workflows in GojiberryAI, reducing costs and improving speed.
~$1.6M ARR • 12/20 score Website → IndieHackers →