Spot internet opportunities before they're obvious
Signalist turns millions of Reddit threads, Hacker News posts and market signals into scored, researched business opportunities — so you build what people already want.
Free forever plan · No credit card required
EAA Compliance Sprints for SMB Web Shops
Productized accessibility audits + fixes now that the European Accessibility Act is enforceable.
AI Answer Engine Monitoring for Brands
Track how ChatGPT, Claude and Perplexity describe (or ignore) a brand — and fix it.
AI Phone Intake for Trade Businesses
Voice agents that answer, qualify and book jobs for plumbers and electricians who miss 30% of calls.
The problem
Great businesses start as someone else's complaint
Right now, thousands of people are describing problems they would pay to make disappear — in Reddit threads, community forums, and Hacker News comments. Each one is a market signal.
Almost all of them scroll past and die. The few people who catch them early — and act — build the products the rest of us wish we'd thought of first.
Signalist is the radar: it collects those signals, clusters them into opportunities, scores them honestly, and hands you the execution plan.
“Missed 11 calls while on a job today. Answering service quoted me $400/mo to take messages.”
“Client asked me how their brand shows up in ChatGPT. Is there a tool for this??”
“Our Zapier stack broke silently for 9 days. Lost ~$12k in orders that never synced.”
See it in action
Not just a database — a validation engine
Every score comes with a way to act on it. Here's what that looks like.
Stress-test your idea
Know if it's worth building — before you spend a weekend on it
Paste your idea and get the exact treatment as every opportunity in the database: market sizing, named competitors, monetization paths and an honest 5-dimension score — even when the honest answer is "don't build this."
- Named competitors, not generic advice
- The same 5-dimension score as the entire archive
- Free — 3 analyses every month
"Targets a real, observable pain, but the wedge matters more than the idea itself. Viable if you narrow the first version to one specific audience and one painful workflow."
How many people actively want this solved
How weak existing solutions are
Willingness to pay & revenue clarity
Buildable by a small team
Why now — momentum & tailwinds
Never forget what's already in your fridge
AI meal planner that plans around what you already own — less waste, less thinking.
Proof beats prediction
Turn a score into signups — before you write a line of code
One click builds a real, shareable landing page for your idea with email capture. Share the link, watch signups roll in, and earn a "Demand validated" badge the moment real people prove they want it. This is validation you can point to.
- AI-written landing page copy in seconds
- Live views, signups & conversion tracking
- “Demand validated” badge at 10 signups in 14 days
Stop refreshing the feed
The moment your niche gets a hit, you'll know
Watch a category or a free-text keyword and get an instant email the second a matching opportunity clears editorial review — before it's old news. Your radar keeps working even when you're not looking at it.
- Instant alerts, not digests
- Watch categories or free-text keywords
- Free plan includes 1 watchlist, Pro includes 10
On your radar: Voice AI for dental clinics
Matches your watchlist "voice AI" · Score 78 · 2 minutes ago
Sent the instant we publish — before anyone else even knows it exists.
The platform
Every system working together
So you never start from a blank page again.
Scored opportunity feed
A living database of researched business opportunities, each rated 0–100 across five dimensions — demand, timing, competition gap, monetization and feasibility.
Evidence, not vibes
Every opportunity links to the real signals behind it — the Reddit threads, HN discussions and search trends where the demand is visible. Verify before you build.
AI Opportunity Analyzer
Paste your own idea and get the full treatment: market sizing, named competitors, risks, monetization paths and an honest score. In minutes, not weeks.
Build Playbooks
One click turns any opportunity into an execution plan — MVP scope, tech stack, pricing, launch timeline, first-customer outreach templates and a Reddit strategy.
Launch Kit
Turn any idea into a shareable landing page with email capture in one click. Collect real signups and earn a 'Demand validated' badge before you build anything.
Watchlists
Watch a category or keyword and get an instant email the moment a matching opportunity clears review. Your radar works even when you're not looking.
Trend intelligence
Raw signal monitoring across Reddit, Hacker News and Product Hunt, annotated with why each signal matters. Spot patterns before they become obvious.
Weekly opportunity reports
Curated, shareable reports like 'Problems people are begging someone to solve' — free to read, free to share, built to make you the smartest person in your group chat.
How it works
Three steps from noise to conviction
We listen at scale
Millions of conversations across Reddit, Hacker News, launch platforms and search trends — filtered for one thing: unsolved problems people care about.
AI scores what matters
Each candidate becomes a researched opportunity: problem, audience, timing, competition, monetization — scored 0–100 with a consistent methodology across all 24 in the database.
You build with a plan
Pick an opportunity (or analyze your own idea) and generate a full playbook: MVP scope, stack, pricing, launch plan and the exact communities to win first.
The methodology
Scored like an analyst, not a hype machine
Every opportunity gets the same five-dimension test, weighted by what actually kills internet businesses — a dead market is fatal, extra effort is negotiable.
Demand
How many people actively want this solved
Timing
Why now — momentum & tailwinds
Competition gap
How weak existing solutions are
Monetization
Willingness to pay & revenue clarity
Feasibility
Buildable by a small team
Calibrated to stay honest: most opportunities land between 50 and 70, and a score above 80 is rare by design. When you see one, it means something — and every score links to the evidence behind it.
Sample analysis
What a Signalist opportunity looks like
Real entry from the live database — every opportunity gets this depth.
EAA Compliance Sprints for SMB Web Shops
Productized accessibility audits + fixes now that the European Accessibility Act is enforceable.
"Compliance deadlines are the most reliable demand generator in B2B. This scores high on monetization (legal fear converts) and feasibility (services need no product build). The constraint is founder expertise — you need real WCAG competence or a partner who ha…"Read the full analysis
How many people actively want this solved
How weak existing solutions are
Willingness to pay & revenue clarity
Buildable by a small team
Why now — momentum & tailwinds
Free intelligence
Reports worth sharing
Curated drops from the opportunity database — public, free, and built to be passed around.
10 Problems People Are Begging Someone to Solve
Real complaints from Reddit, Hacker News and founder communities — each one a business waiting for an owner.
Read free7 AI Opportunities With Surprisingly Weak Competition
Where the AI gold rush hasn't reached yet — scored for demand, timing and openness.
Read free5 Boring-but-Profitable Niches Nobody Is Building For
Unsexy industries with real budgets, desperate buyers, and 2005-era software.
Read freeFounder pricing
Cheaper than one wasted weekend
Start free forever. Upgrade at the founder rate while it lasts — early members keep it for life, even after the price rises at public launch.
Explorer
Browse the archive, taste the analysis.
- Full opportunity archive (14+ days old)
- 3 AI idea analyses per month
- 1 build playbook (one-time trial)
- 1 validation landing page (one-time trial)
- 1 watchlist with instant alerts
- Save up to 15 opportunities
- Public reports & scores
Pro
Founder priceThe full intelligence platform.
Billed $79/year · locked in forever
- Everything in Free, plus:
- 25 full build playbooks every month — validate and execute, not just browse
- 10 launch pages / month — collect real signups before you build
- 10 watchlists — instant email alerts for your niches
- 100 AI analyses / month
- Real-time feed — see opportunities the day we publish them
- Trend intelligence dashboard (Reddit, HN, Product Hunt)
- Unlimited saves & markdown export
- Priority support
14-day money-back guarantee · cancel anytime
Founding Member
First 100Back the product early — pay once, keep it forever.
Skip the subscription forever · $349 after the founding 100
- Everything in Pro, forever
- One payment — no subscription
- Founding Member badge
- Locked-in access to all future features
- Direct line to the founder
Comparable research tools run $40–200/month. Signalist Pro launches at $9.
Cancel anytime · payments secured by Stripe · prices in USD, taxes may apply.
FAQ
Questions, answered
What exactly is Signalist?+
Signalist is an opportunity intelligence platform. We monitor real internet signals — Reddit complaints, Hacker News discussions, launch platforms, search trends — and turn them into researched, scored business opportunities with full analysis: the problem, the audience, why now, competition, and how to monetize. Think of it as a research analyst for internet businesses, working for you around the clock.
How is this different from brainstorming with ChatGPT?+
ChatGPT gives you plausible-sounding ideas from a blank page. Signalist starts from evidence: real complaints, real search demand, real market gaps — then applies a consistent 5-dimension scoring methodology across every opportunity, so you can compare them honestly. We also show our sources, so you can verify the demand yourself before you build.
How is the Opportunity Score calculated?+
Every opportunity is scored 0–100 across five weighted dimensions: Demand (25%), Timing (20%), Competition Gap (20%), Monetization (20%) and Feasibility (15%). The weights reflect what actually kills internet businesses — a dead market is fatal, extra effort is negotiable. Most opportunities score in the 50–70 range; scores above 80 are rare by design.
Is the free plan actually useful?+
Yes — you get the complete archive of opportunities older than 14 days with full analyses, 3 AI analyses of your own ideas per month, and a one-time trial of the build playbook. Pro exists for people who execute: 25 full build playbooks and 100 analyses every month, plus the real-time feed and the trend dashboard.
Can I analyze my own idea?+
Yes. The AI Analyzer takes your idea and produces the same structured report we use for the feed: market analysis, competitor landscape, risks, monetization paths, and an honest 5-dimension score. Then 'Build this idea' turns any analysis into a complete execution playbook — MVP scope, tech stack, launch plan, Reddit strategy and first-customer tactics.
Who is Signalist for?+
Founders looking for their next product, indie hackers and side-hustlers who want evidence before investing weekends, agencies and developers scouting niches, and operators who want to see trends early. If you build things on the internet, this is your radar.
Do you offer refunds?+
Yes — if Pro isn't useful to you, email us within 14 days of your first payment for a full refund, no questions asked.
The next opportunity is already forming.
See it first.
Join Signalist free and browse the full opportunity archive today — no credit card, no demo call, no nonsense.
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