WASITBUILT?
Idea validation for builders new to AI

Know if it's
been built
before you build.

Was It Built takes your idea — in plain English — scans GitHub, the Apple App Store, Hugging Face & package registries, and tells you what already exists, what's missing, and exactly how to build the gap. New to AI? Good. This was made for you.

No code · No credit card · 2-minute start
Was It Built pixel idea logo
Try it now — no sign-up

Is your idea already built? Find out.

Type your own app idea and get a live AI verdict right here — or try our example. No account needed.

Pixel team building their app
New to AI? Start here

You don't need to be technical. You need a good idea.

Most "AI tools" assume you already speak the language. Was It Built doesn't. You describe what you want in your own words — we handle the searching, the analysis and the plan. You stay in control of the decisions that matter: what to build and why.

  • Validate before you waste weeks — see who's done it and how well.
  • Get a real build plan, not vague advice: stack, steps, and open-source shortcuts.
  • Leave with a prompt you can paste into any AI app builder to actually build it.
How it works

Six steps, zero code.

01Describe it plainly

Type your idea in normal English. No jargon, no code — just what you want to make.

02We scan the open-source world

Was It Built searches GitHub, the Apple App Store, Hugging Face & package registries to see who's already tried it.

03AI grades & plans

You get a verdict, a build plan, an architecture and matching open-source parts.

04Build it with AI

Copy your ready-made prompt into your favourite AI app builder and ship — still no coding needed.

05Stay on track

Already started? Paste your project link and we map its current scope, then hand you the exact prompts to steer it back to plan.

06Polish the experience

Make it easy to use — audit your live site and get a paste-ready prompt for every fix.

uxcritical.com
How Was It Built works
Everything inside

Eight tools. One question: was it built?

Idea Check

See if your idea already exists and how close the matches are.

Live Trends

What the AI world is shipping right now, and which markets it's entering.

Emerging Markets

30 niches where AI is under-used, each with a starter prompt.

Launch Blueprint

A full plan, stack and first-prompt for your project.

Project Companion

Repos that add value as your build evolves.

Repo X-ray

Break down any GitHub repo — structure, commits, health.

Saved List

Bookmark repos to come back to later.

History

Every check and blueprint, saved to your account.

The honest comparison

"Can't I just Google it or ask ChatGPT?"

You can try — but here's what actually happens. Was It Built is the only one that checks live sources and hands you a decision.

Just Google it
  • 10+ separate searches across sites
  • Blue links — no clear verdict
  • No market-saturation score
  • No build plan or next step
Ask an AI chatbot
  • Guesses from old training data
  • No live GitHub / App Store check
  • Can draft a plan — but unverified
  • Often confidently wrong
Was It Built?
  • GitHub, App Store, HF & packages — at once
  • Live, grounded evidence (real counts)
  • Clear verdict + saturation score
  • Paste-ready build blueprint & prompt

Was It Built sits before your AI builder — it tells you what to build; your builder ships it. That's exactly how we validated and launched pixlyze.app in 20 minutes.

Pricing

Search is free. Reports are credits.

Start with 3 free credits — no card needed. 1 credit = 1 premium report (market analysis, blueprint, niche or UX polish).

Single
$29/ 1 credit
$29 per report

One AI report — validate a single idea.

Builder
$69/ 3 credits
$23 per report

Enough to run one idea end-to-end, with a spare.

Best value
Studio
$199/ 10 credits
$19.9 per report

Best value — for serial builders, teams & agencies.

Pro · Unlimited
$249/ month

Unlimited reports — validate as many ideas as you want, every month.

Unlimited Market Analyses Unlimited Blueprints Unlimited Niche Proposals Unlimited UX Polish
Why it matters

The most useful idea wins — not the most complicated one.

Great builders don't start from a blank page. They start from what already exists, find the gap, and move fast. Was It Built gives you that head start in minutes, so you spend your energy on the part that actually matters: solving a real problem for real people.

30
niches ready to build
8
tools in one place
open-source repos scanned
Pixel developer building an app on screen
Proof it works

We used it on our own idea.
Then shipped it in 20 minutes.

We ran a pixel-art video idea through Was It Built. The verdict came back WIDE OPEN — nobody had shipped it. So we took the build blueprint, pasted the prompt into an AI builder, and launched pixlyze.app in about 20 minutes. That's the whole point: find the gap, then build it fast.

20 min
idea → live app
WIDE OPEN
the verdict we got
0
lines hand-coded
See pixlyze.app
Pixel app built and published

Find out what's already been built.
Then build the gap.

Free to start. No coding. Made for people who are new to AI but not new to good ideas.

WASITBUILT?
GitHub · App Store · Hugging Face · Libraries.io · AI-powered
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