Related to Existing Ideas
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 →
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)
"A lot of you like to overcomplicate things, so I thought I’d share my journey. Yesterday, after my a..." — @Built View →
Code Stop Building
1 signal today (1 total)
"We've spent months building an AI-powered form builder, and launching felt like the finish line. It ..." — @We 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 →
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 →
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 →
=== 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] Data for the Real World...
→ 187 words
[fetch] New Operating Systems for the Physical World...
→ 277 words
[fetch] How Two French Engineers In New York Built The Com...
→ 6721 words
[fetch] Opencode CEO: Blocked, 20X Growth in 6 Months, Bui...
→ 9060 words
[fetch] How Photoroom Trained Themselves To Dream Bigger...
→ 4519 words
[fetch] She Cracked the YouTube Code. Here's Everything Sh...
→ 29188 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] Data for the Real World...
[summarize] New Operating Systems for the Physical World...
[summarize] How Two French Engineers In New York Built The Com...
[summarize] Opencode CEO: Blocked, 20X Growth in 6 Months, Bui...
[summarize] How Photoroom Trained Themselves To Dream Bigger...
[summarize] She Cracked the YouTube Code. Here's Everything Sh...
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
1.3K votes • Product Hunt View →
Context.dev
One API to scrape, enrich, and extract the internet
1.1K votes • Product Hunt View →
Pazi
Vibe code business operations
888 votes • Product Hunt View →
OpenSEO
The open source Ahrefs alternative
886 votes • Product Hunt View →
AnySearch
Real-time structured search trusted by agents and developers
881 votes • Product Hunt View →
ExploreYC
Open-source API for Y Combinator & a16z company data
868 votes • Product Hunt View →
ClawTeams
The first goal-driven, proactive AI team for e-commerce
809 votes • Product Hunt View →
Auriko
Trading desk for LLM calls
682 votes • Product Hunt View →
Glaze by Raycast
Create your own Mac apps by chatting with AI
679 votes • Product Hunt View →
Sim
Open-source workspace for AI agents and workflows
677 votes • Product Hunt View →
AgentKey
One-stop live data marketplace for your agent
671 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...
797 pts • r/SaaS View →
Pov: you are a SaaS founder in 2026
Pov: you are a SaaS founder in 2026
543 pts • r/SaaS View →
I will be your first user. Drop your SaaS
I see plenty of posts every day that people are crafting some awesome work. I can be your first user. Just drop your links, and i will join. I want to see what you guys are building . Let's goooo.
76 pts • r/saasbuild 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 →
We launched 20 days ago. Today we crossed 30,000 users [i will not promote]
About 20 days ago, we launched our Startup. We had no marketing budget, no paid ads and no big launch strategy. It was just a product we genuinely wanted to build. The first few days were slow. Then t...
91 pts • r/startups View →
Built a SaaS in 32 minutes. Reached $1million MRR. Rejected a $5b acquisition.
A lot of you like to overcomplicate things, so I thought I’d share my journey. Yesterday, after my afternoon coffee, I got tired of seeing people endlessly yap about “validation”, “ICP”, “market resea...
175 pts • r/micro_saas View →
What's one tool your team adopted that actually lived up to the hype?
I was thinking about how many developer tools I've seen over the last few years that promised to make teams more productive. I do agree that some of them were really useful but most just faded away af...
41 pts • r/webdev 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 →
Struggling to find MicroSaaS ideas 🚀
I’m a solo dev working on B2B SaaS. I want to build a small, bootstrap-friendly MicroSaaS, but I keep hitting roadblocks: Ideas are either too broad or already crowded Hard to find real pain points I ...
39 pts • r/microsaas View →
We launched our SaaS, but getting the first 100 users feels harder than building it
We've spent months building an AI-powered form builder, and launching felt like the finish line. It wasn't. Getting people to actually try the product has been much harder than writing code. We've exp...
21 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 →
Problems in launching a saas
Hey, I have recently started working on building my own products and selling them, I frequently post about them on Reddit too but constantly get roasted. Everyone says the solution already exists, eve...
18 pts • r/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
1 pts • r/SaasDevelopers 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 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
How One $200K Bober Drone Blinded Russia's $120M Radar at Dzhankoi
174 views • 37m • Frontline Ledger Watch →
How to Validate Your Business Idea and Launch Faster with AI
167 views • 15m • Bill Mcintosh Watch →
I'm Using AI To Beat OLD, Slow Businesses (Path to $10k/mo in 2026)
159 views • 11m • Jayden Clark - 1% Ecom Watch →
Can I Build a Mac App in 7 Days? I Tried. (One Week In My Life Building In Public)
79 views • 10m • Codegainers Watch →
Claude Code + Lovable = Your First Profitable Micro SaaS
56 views • 9m • TechEdge Wave Watch →
How to Build a BUILDER Business (and escape the BUILD HOLE)
45 views • 16m • The Monday Stack Watch →
How to Use AI to Validate Your Startup Idea in Days
28 views • 58m • Founder Institute Watch →
🦹♀️ Exploring What Dispatch (2025) Is All About 🦸♂️
25 views • 1h 38m • Marcy Hyde Watch →
Pinterest Pin System With Canva + Claude AI | Build in Public
16 views • 7m • AiWhizzKids Watch →
How to Validate Your Startup Idea (Using The Mom Test)
11 views • 9m • Schola Eburuoh Watch →
How to Validate a Business Idea Before Spending Money
11 views • 24m • Banq Official Watch →
I Built a Startup Solo, Zero to First Revenue in 18 Hours (And I Failed)
10 views • 16m • Max Tsygankov Watch →
Build an AI-Proof SaaS Business in 2026 🚀
9 views • 9m • TechFuelAI Watch →
How AI Employees Built Him a $250,000,000 Company
4 views • 27m • Kai Solano Watch →
AI Business Week 6 Stats: Pinterest, Email, TikTok & YouTube | Build in Public with Claude
4 views • 4m • AiWhizzKids Watch →
Web Intelligence
Hot Launches
*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}}
*
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}}
*
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}}
*
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}}
*
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
Find warm leads and book sales calls automatically
AI could automate core workflows in GojiberryAI, reducing costs and improving speed.
~$1.6M ARR • 15/20 score Website → IndieHackers →
Acti
Agentic keyboard for mobile commands and search
AI could automate core workflows in Acti, reducing costs and improving speed.
1,313 PH votes • 13/20 score Website → Product Hunt →