Chippychippy
Travel & Hospitality

Validate your travel booking app before writing code

Build a working prototype, collect real user interactions, run evals to measure quality, and hand off production-ready specs to engineering.

Think: Booking.com, Expedia, Kayak

ChatGPT
Using TravelMate
U

Find me hotels in NYC this weekend

I found some great hotels in NYC for your stay:

TravelMate
Find your perfect stay
New York City
Mar 15-18
2
The Greenwich Hotel

The Greenwich Hotel

Tribeca, NYC
4.9(328)
SpaPool
$895
per night
1 Hotel Brooklyn Bridge

1 Hotel Brooklyn Bridge

Brooklyn, NYC
4.8(512)
RooftopGym
$645
per night
The Ludlow Hotel

The Ludlow Hotel

Lower East Side, NYC
4.7(245)
BarRestaurant
$425
per night

See what's possible

Real prompts, real widgets, real interactions

Find hotels in NYC for March 15-18

NYC Skyline
New York City
485 hotels available
CHECK IN → OUT
Mar 15 – Mar 18
3 nights
GUESTS
2 adults
ROOMS
1 room

Show me options with a pool

3 hotels foundMar 15-18
Filter
The Greenwich Hotel
Top Pick
The Greenwich Hotel
Tribeca
4.9(328)
$895
per night
1 Hotel Brooklyn Bridge
1 Hotel Brooklyn Bridge
Brooklyn
4.8(512)
$645
per night

Book The Greenwich Hotel

Booking Confirmed
Hotel
The Greenwich Hotel
Tribeca, NYC
4.9
Check-inSat, Mar 15 · 3:00 PM
Check-outTue, Mar 18 · 11:00 AM
Total (3 nights)$2,685.00

From prototype to production

Chippy gives you a complete workflow: build, test with real users, measure quality, and hand off to engineering.

01

Build

Create flight search, hotel comparison, and booking flows—complete with interactive cards and real-time pricing widgets.

02

Collect

Share with stakeholders and real users. Track search patterns, filter usage, booking funnel drop-offs, and user preferences.

03

Eval

Run evals to measure search relevance, price accuracy, and booking completion rates. Identify where users get stuck.

04

Handoff

Export MCP schemas, API specifications, and conversation logs. Engineering gets the exact integration requirements.

What you can build

Create fully interactive prototypes that work inside ChatGPT. Real widgets, real data, real user testing.

Natural language flight and hotel search
Price comparison across providers
Interactive booking widgets in-chat
Itinerary building and sharing
Real-time availability and pricing

Conversation Logs

Every user interaction captured and searchable

Usage Analytics

Track patterns, drop-offs, and user behavior

Quality Scores

Run evals to measure and improve accuracy

Export Everything

MCP schemas, specs, and data for engineering

Ready to validate your idea?

Build a working prototype, collect real data, and prove it works—before engineering writes a line of code.