Pre-launchQuirkbook
Give every property a voice.
Turns a rental's house manuals into an AI agent guests can talk to, in any language, and a printed manual from the same knowledge.
Category
Hospitality AI
Timeline
11 weeks · 104 commits · 1 pilot house
Focus
Consumer AI

Why I built it
The information guests need already exists: it's in the manuals and in the host's head. What was missing was a way to ask. So the manuals become something you can talk to.
What it does for people
- Photograph a rating plate and the manual gets found for you
- The house interviews its own host, one question at a time, instead of handing over a form
- It drafts its own voice, greeting and local guide, and the host approves them
- Guests scan a QR code and chat in their own language, no app to install
- The same knowledge becomes a host-reviewed manual, on the web and as a print PDF
Under the hood
- Vision reads the model number off a photo, and search finds the matching manual, so setup starts with a camera and not a form
- An agent is generated per property, from its manuals and its host's answers
- A hard rule that the house never invents appliance instructions
- One knowledge base feeds both the agent and the print manual through headless Chromium, so the two can't disagree
- Row-level security keeps each property's knowledge to itself
The cool bits
- The interview runs backwards: the product asks the owner the questions
- Every house ends up with its own personality
- The pilot house's agent knows the kayak, the water and how to light the BBQ
How long it took
About eleven weeks, on and off, around a real house.
11 weeks · 104 commits · 1 pilot house
What I worked through
Trust was the whole problem. A wrong answer about a gas appliance isn't a funny chatbot mistake, so the house never invents appliance instructions. The interview was the other one: it had to feel like a conversation, one question at a time, not a form.
The full stack
Models
- Gemini Flash Lite
Build
- Next.js 15
- TypeScript
- Tailwind CSS v4
- Headless ChromiumPDF
Data and hosting
- Vercel AI Gateway
- SupabasePostgres, Auth, RLS
Watch and earn
- Stripe