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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Source
In this database
1,295 businesses
227 added in the last 30 days · 41% founder-reported, the rest researched
Median revenue
$80K /mo
Middle half earn $8K – $400K/mo
How they grow
Word of mouth
43%
SEO
40%
Email marketing
30%
Business models
Subscription
72%
SaaS
31%
Services
22%
Showing 100 of 1,295 case studies
Revenue / mo
Starting Costs
Commission tracking software
Commission management software for pest control sales teams.
dashp.io
$8K /mo Reported
Insulated beverage containers
Insulated drinkware for adult beverage enthusiasts.
brumate.com
$10M /mo Reported
Ai-powered interactive demos
AI-powered platform for creating interactive product demos
supademo.com
$400K /mo Reported
Culinary resource platform
"Culinary info hub for professional chefs."
chefs-resources.com
$5K /mo Reported
AI Excel formula generator
AI tool that generates Excel formulas instantly
betteranalyst.com
$30K /mo Reported
Seo for personal injury law
SEO agency elevating personal injury law firms' search rankings.
rankings.io
$3M /mo Reported
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
—
Ai meeting note-taker
AI meeting assistant for automated note-taking.
fireflies.ai
—
Automated image generation API
Automated image and video generation for marketers.
bannerbear.com
$50K /mo Estimated
Creator commerce platform
Platform for creators to sell digital products
gumroad.com
$900K /mo Estimated
Cohort-based digital writing course
30-day course to build your online writing habit.
ship30for30.com
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Clearsync.ai
clearsync.ai
—
Compare Texas electricity plans by estimated real monthly cost.
slashplan.com
$5K /mo Reported
The modern way to manage and value your wine collection
invintory.com
$300K /mo Reported
AI website builder for selling sites to local businesses
trysiteless.com
$500 /mo Reported
Instagram messages without the feed, reels and explore.
konvoinstall.com
$10K /mo Reported
AI support agent that answers from your own docs
heydeacon.com
$500 /mo Reported
Eclipse is B2B content infrastructure for agencies: research to CMS publish plus AI visibility.
geteclipse.co
$8K /mo Reported
Every push-up becomes an attack in a camera-counted RPG.
pushup.quest
$800 /mo Reported
Get your business cited by AI search engines
myzia.io
$5K /mo Reported
Source