Build what the marketis asking for.
Building the wrong thing costs you months; finding out costs minutes. Describe your idea and ShouldBuild reads what your market already wrote — reviews, threads, complaints — and comes back with a verdict: build it or don't, with the quotes to prove it.
No surveys. No cold DMs. No three months of building to find out.
Analyses
+ New AnalysisFitTrack
CompletedShould you build it?
Build with caution
Intense competition and beloved free tiers — success hinges on a niche pain the leaders overlook, not another generic logger.
108
Pains
144
Praises
270
Signals
TaskHub
CompletedShould you build it?
Depends on niche
Build only for agencies drowning in client hand-offs — the horizontal market belongs to Notion and Slack.
392
Pains
346
Praises
1,269
Signals
FitMeal AI
CompletedShould you build it?
Not worth it
Saturated category with beloved incumbents at 4.6★+; remaining complaints are edge cases, not a wedge.
118
Pains
402
Praises
903
Signals
Reviews analyzed across platforms like these
Hacker News
Product Hunt
App Store
Google Play
RedditThe problem
Most products start with a guess.
You think you've found a good idea. You build it. You launch it. And then you find out what the market actually wanted.
The usual way
With ShouldBuild
ShouldBuild helps you listen before you build.
The system
The market is always talking. ShouldBuild keeps you listening.
Research once and it's stale by launch day. ShouldBuild turns market signals into a continuous loop: discover, validate, decide, build, watch — and back again.
Discover
Find gaps worth exploring
Validate
Should you build it?
Decide
Pick what makes the cut
Build
Turn insight into product
Watch
See how the market moves
Discover
Find gaps worth exploring
Validate
Should you build it?
Decide
Pick what makes the cut
Build
Turn insight into product
Watch
See how the market moves
No idea yet? The market keeps a list.
Type a market. ShouldBuild reads Reddit, the app stores, Hacker News and the open web, and hands you the gaps nobody is serving — each one backed by real complaints.
Market to scan
Openings found
Offer a highly customizable and extensive exercise database with advanced filtering and easy custom exercise creation.
Implement a transparent and user-friendly pricing model, prioritizing one-time purchases or a very low subscription.
Should you build it?
Build with caution
Building FitTrack as described is risky due to intense competition and high user satisfaction with existing free/freemium options.
108
Pains
144
Praise
270
Signals
Based on 270 real signals — every quote links to the post it came from.
Market problem #1
Existing apps have limited exercise databases, requiring users to manually create many custom exercises.
“I miss a lot of exercises in the app. I had to create many custom ones myself, which is time-consuming and inconvenient.”
Your friends said it's a great idea. Ask people who pay.
Describe your idea and get a verdict you can argue with: the real problems, who you're up against, and whether this is worth your next three months.
Turn research into decisions, not another report.
Save what matters from any report onto one board and sort it by decision: undecided, exploring, or straight to your backlog.
Undecided
Users are frustrated with high subscription costs and prefer one-time purchases or generous free tiers.
From your reportExploring
Users are frustrated with high subscription costs and prefer one-time purchases or generous free tiers.
From your reportTo build
Users are frustrated with high subscription costs and prefer one-time purchases or generous free tiers.
From your reportTask created in your backlog
The part a chat can't do
A complaint out on the web becomes a task in your backlog. Two clicks.
This is where ChatGPT stops. It answers, you close the tab, it's gone. Here what you learned becomes what you build — and the next analysis knows you did it.
A real finding
From the analysis, with the quote and the link.
Existing apps have limited exercise databases, requiring users to manually create many custom exercises.
“I miss a lot of exercises in the app. I had to create many custom ones myself, which is time-consuming and inconvenient.”
Go on, press it.
Your board
It lands undecided, next to everything else you kept.
Undecided
Existing apps have limited exercise databases, requiring users to manually create many custom exercises.
featuresYour backlog
Turned into a task, ranked by what people actually asked for.
Extensive and easily searchable exercise database with video demos
Week after week
Then see if the market agrees with what you built.
Every week, ShouldBuild re-checks competitors, prices, ratings and new complaints — and shows you whether the problem you set out to solve is actually moving.
ShouldBuild
ShouldBuildResearch
Validate an ideaMy product
Ideas boardWhat changed since last week
- +83new complaints about pricing
- +2competitors entered the market
- −0.3average rating of the leader
- +1opportunity that just opened up
- Every run is compared against the previous one, so nothing repeats itself.
- What you already built is remembered — the next report won't tell you to build it again.
- The evidence stays put: quotes, links and dates you can open months later.
You don't just research the market. You learn from it.
And then you do it again.
New complaints reveal new opportunities. Opportunities become decisions. Decisions become products. Products change the market.
ShouldBuild isn't a tool you use before launch. It's the system that keeps your product connected to the market.
For founders who'd rather validate than guess.
Whether you already have an idea or you're hunting for the next one, ShouldBuild gives you the market evidence to decide what deserves to be built.
I have an idea
Get the verdict, the real problems and who you're up against.
I need an opportunity
Point at a market and see what people are already asking for.
Not another research tool
Research tells you what's happening. ShouldBuild tells you what to do next.
Go from raw market signals to a decision, a backlog and weekly feedback — without stitching five tools together.
Traditional research
ShouldBuild
- DataQuotes you can open
- ReportsA build / no-build verdict
- Research onceRe-checked every week
- InsightsTasks in your backlog
- Launch and guessShip and see what moved
Cheaper than building the wrong thing.
Early-access launch pricing: 7 days free with the whole product, no card. A single report for $39. Subscribe once you see your market won't sit still.
The whole product. No card.
One market map, yours forever.
Everything to decide, act and repeat — ten analyses a month for less than one report.
For a queue of ideas.
Upgrade, downgrade or cancel anytime. No lock-in, no fine print.
| Features | Free trial7 days | Single Report1 analysis | Founder | Studio |
|---|---|---|---|---|
| Credits | 33 | 10 | 100/mo | 400/mo |
| = analyses or market scans | 3 | 1 | 10/mo | 40/mo |
| Parallel product workspaces | 1 | 1 | 1 | Unlimited |
| Explorable market map | ||||
| Build / no-build verdict | ||||
| Problems, with the quotes | ||||
| Competitors and their gaps | ||||
| Openings worth taking | ||||
| First users + ready-to-send messages | ||||
| Pricing radar | ||||
| Re-runs + what changed since last time | — | |||
| Ideas board + backlog | — | |||
| Market watch | — | |||
| Memory between analyses | — | — | — | |
| Deepest reasoning model | — | — | — |
Free trial7 days
Single Report1 analysis
Founder
Studio
Frequently Asked Questions
Don't build first. Know why you're building.
The next three months get spent either way. Spend them building what the market already asked for — not finding out at launch that it didn't.
7 days free · 33 credits · no card.