LpuberBuild DNA
Anti-repetition engine
Product DNA + build paths
Quote-ready output

Not another generic
scope of work.

Lpuber turns a raw idea into differentiated product concepts with unique mechanisms, system shapes, automation loops, monetization triggers, build paths, and an actual quote framework. This version keeps the strong visual energy from the original build while fixing the boring repeated-output problem.

Mechanism-first

Every concept starts with how it works, not a recycled tool list.

Architecture rotation

Scanner, agent, workflow engine, API product, browser tool, marketplace, and more.

Freshness scoring

Each concept gets a similarity-aware originality score so runs feel materially different.

Try it with “build a trust tool for local businesses” or any raw product idea.
Live engine state
Architecture diversity6 types
Freshness score92%
Build DNA
problem surface core mechanism system shape automation loop monetization trigger defensibility
Three build paths
Lean pathprototype fast
Strategic pathcommercially strong
Expansion pathharder to copy
Run log
Stored runs0
Avg. est. hours

Lpuber engine

This restores the energy of your original front-facing build and adds the actual v2 generator behavior you asked for: richer content, better visual movement, non-repeating concept logic, and a backend-style run history panel.

Generate differentiated concepts

Concept logic rotates architecture, monetization, inputs, and mechanisms. Runs are stored locally and displayed in the admin-style table below.

Platform lanes

These are the operating lanes the engine uses to avoid collapsing every idea into the same stack and same quote.

Input lane

URLsCSV uploadsAPIsscreenshotspublic records

Mechanism lane

scanverifymonitorscorerecommend

Business lane

subscriptioncreditsverification feewhite-labelusage

Output lane

quoteadmin logbuild planhandoff briefroadmap

Concept results

Each run returns three materially different build concepts. Click any card to inspect the full product DNA and build logic.

Backend run history

This is the spreadsheet-style admin view you asked for. In a real version this would live in Supabase, but this prototype stores it locally so the experience still behaves like a product.

RunIdeaModeStyleTop mechanismFreshnessHoursDate