Problems

99 of some of the most painful, in-demand problems in a database for you to check out. How do people spot problems worth solving? What does a “good problem” look like? Can you solve a good problem in the wrong way? How do they know what’s the right solution to build?
Ask the data real businesses · real revenue · cited
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Matching your filters
92 businesses
45% founder-reported, the rest researched
Median revenue
$100K /mo
Middle half earn $30K – $700K/mo
How they grow
SEO
64%
Word of mouth
51%
Organic social media
46%
Business models
Subscription
100%
SaaS
41%
Services
40%
Showing 92 of 92 case studies
Revenue / mo
Starting Costs
Music production tool marketplace
E-commerce site selling music production software tools.
modernproducers.com
$200K /mo Reported
AI customer experience agents
AI customer service agents for businesses
chatbase.co
$800K /mo Estimated
Email marketing for creators
Email marketing platform built for online creators
convertkit.com
$2M /mo Estimated
AI customer engagement platform
Automated messaging platform for personalized customer engagement
customer.io
$8M /mo Estimated
All-in-one SaaS toolkit
All-in-one platform for SaaS startups
outseta.com
—
The modern way to manage and value your wine collection
invintory.com
$300K /mo Reported
Instagram messages without the feed, reels and explore.
konvoinstall.com
$10K /mo Reported
Every push-up becomes an attack in a camera-counted RPG.
pushup.quest
$800 /mo Reported
AI Visibility Analytics to Align Your Brand with AI
brandaxis.ai
$10K /mo Reported
SL
OSINT company that builds a modular security-tech product to protect organizations from AI-driven digital risks
sociallinks.io
$700K /mo Reported
AI-native operating system for private healthcare and wellness SMBs
chatfuel.com
$80K /mo Reported
CC
Affordable postcard marketing system
How we turned $0-out-of-pocket community cards into recurring revenue
communitycardplaybook.com
$4K /mo Reported
Short-form content analytics
Short-Form Analytics Tracking Platform for TikTok, Instagram & Youtube
viral.app
$5K /mo Reported
BI
Custom game show creator
The world's best Jeopardy game maker and hosting platform
buzzinga.io
$7K /mo Reported
Wellness business management tool
All-in-one software for wellness business management.
clinicsense.com
$400K /mo Reported
AI customer support chatbot
AI chatbot builder for seamless customer support
myaskai.com
$20K /mo Reported
Fee-free sneaker marketplace
Subscription-based marketplace for sneakers without fees.
estuaryshoes.com
$1K /mo Reported
Digital sales room platform
Digital sales room software for B2B sales teams
dealpad.io
$200K /mo Reported
Fullstack permissions service
"Fullstack permissions service for developers."
permit.io
—
Personal budgeting app
"Buxfer: Budgeting app for finance power users."
buxfer.com
$50K /mo Reported
Document leak deterrent tool
Data leak deterrence software with invisible document marking.
g-71.com
$10K /mo Reported
Agency-styled digital marketing training
"Agency-style digital marketing training institute."
digitalscholar.in
$40K /mo Reported
Post-alcohol recovery powder
Post-drinking supplement to restore body balance.
tomolabs.co
$200K /mo Reported
Email prioritization tool
Email management tool batching messages for focused productivity.
mailmanhq.com
$30K /mo Reported
Source