queuewise.com

Know exactly when to arrive at EU airports — stop showing up 3 hours early

Score: 8.0/10UKMedium BuildReady to Spawn
Brand Colors

The Opportunity

Problem

British travelers must arrive at EU airports 3 hours early due to massive queues from the new biometric Entry-Exit System replacing passport stamps.

Solution

Queuewise uses AI predictions, historical EES data, and real-time crowdsourced reports from British travelers to forecast exact Entry-Exit System wait times at every EU airport. It sends smart notifications telling you the latest safe arrival time for your specific flight and terminal. Travelers consistently save 60-90 minutes of unnecessary waiting.

Target Audience

British travelers returning home from EU airports

Differentiator

Hyper-focused exclusively on post-Brexit British passport holders and the EES biometric process — no other tool combines official EU border statistics with a UK traveler-only reporting network for accurate, personalized predictions.

Brand Voice

supportive

Features

AI Queue Predictions

must-have45h

Generates personalized wait time forecasts for any EU airport and flight combination

Smart Arrival Alerts

must-have30h

Push and email notifications with optimal airport arrival windows

Live User Reporting

must-have35h

British travelers anonymously report current queue times via mobile web

Airport & Terminal Database

must-have25h

Comprehensive EES processing data for 40+ EU airports with gate/terminal specifics

Flight Integration

must-have20h

Import bookings via manual entry or IATA code to auto-generate timelines

Historical Analytics

nice-to-have25h

View past queue patterns by airport, day, and time for better planning

Travel Day Timeline Builder

nice-to-have30h

Full itinerary from hotel to gate including buffer times

Community Insights Feed

nice-to-have20h

Real stories and tips from other British travelers at the same airport

Predictive AI Model Training

future60h

Continuous model improvement based on verified user reports

Total Build Time: 290 hours

Database Schema

users

ColumnTypeNullable
iduuidNo
emailtextNo
uk_passport_confirmedboolNo
created_attimestampNo

Relationships:

  • subscriptions references user_id

trips

ColumnTypeNullable
iduuidNo
user_iduuidNo
flight_numbertextYes
departure_airporttextNo
arrival_airporttextNo
arrival_timetimestampNo
created_attimestampNo

Relationships:

  • user_id references users(id)

queue_reports

ColumnTypeNullable
iduuidNo
airport_codetextNo
terminaltextYes
reported_wait_minutesintNo
user_iduuidYes
reported_attimestampNo
verifiedboolNo

Relationships:

  • user_id references users(id)

predictions

ColumnTypeNullable
iduuidNo
trip_iduuidNo
predicted_waitintNo
recommended_arrivaltimestampNo
confidence_scoreintNo
created_attimestampNo

Relationships:

  • trip_id references trips(id)

API Endpoints

POST
/api/predictions

Generate new queue prediction for a trip

🔒 Auth Required
POST
/api/reports

Submit live queue report from airport

GET
/api/trips

Fetch user's upcoming trips and predictions

🔒 Auth Required
GET
/api/airports/status

Get current live queue status for all tracked airports

Tech Stack

Frontend
Next.js 14 + Tailwind + shadcn/ui
Backend
Next.js API Routes + tRPC
Database
PostgreSQL
Auth
Clerk
Payments
Stripe
Hosting
Vercel
Additional Tools
OpenAI (for prediction refinement)Resend (emails)Pusher (live updates)

Build Timeline

Week 1: Core data model and authentication

45h
  • Database schema
  • Clerk auth integration
  • Basic dashboard UI

Week 2: Prediction engine and reporting

55h
  • Queue report system
  • Basic prediction algorithm
  • Airport database seed

Week 3: Notifications and user flows

50h
  • Email + push alerts
  • Trip import flow
  • Landing page

Week 4: Polish, payments, and testing

40h
  • Stripe integration
  • 3 pricing tiers
  • Beta testing with UK travelers
Total Timeline: 4 weeks • 320 hours

Pricing Tiers

Explorer

$0/mo

Limited to 3 uses per month

  • 3 predictions per month
  • Basic airport status
  • Community feed access

Traveler

$19/mo

None

  • Unlimited predictions
  • Smart alerts
  • Live reporting credits
  • Historical data

Frequent Flyer

$39/mo

None

  • Everything in Traveler
  • Priority AI predictions
  • Family sharing (up to 4)
  • Dedicated support

Revenue Projections

MonthUsersConversionMRRARR
Month 18506%$969$11,628
Month 66,20011%$12,947$155,364

Unit Economics

$18
CAC
$285
LTV
4%
Churn
82%
Margin
LTV:CAC Ratio: 15.8xExcellent!

Landing Page Copy

Stop Wasting 3 Hours at EU Airports

Real EES queue predictions built for British travelers. Get told exactly when to show up — with confidence.

Feature Highlights

Save 60-90 minutes per trip
Real-time data from other Brits
Works with any EU airport
Smartphone alerts as you travel

Social Proof (Placeholders)

"'I arrived 70 minutes later than usual and sailed through' — Mark T., Manchester"
"'Finally a tool that understands post-Brexit pain' — Sarah K., London"

First Three Customers

1. Post free beta access offer in r/britishproblems and r/traveluk on Reddit (targeting 50 signups). 2. Reach out to 15 mid-sized UK travel blogs and offer lifetime Pro in exchange for honest review. 3. Run targeted Facebook ads in British expat groups in Spain, France, and Portugal offering £50 off first year to first 100 travelers.

Launch Channels

ProductHuntr/SaaSr/travelr/britishproblemsUK travel Facebook groupsTwitter/X travel community

SEO Keywords

eu airport queue times 2025ees wait time predictorwhen to arrive at eu airport ukbritish ees queue predictioneu biometric border wait times

Competitive Analysis

Freemium + insurance
Strength

Large user base and flight compensation tools

Weakness

Generic wait times, not EES-specific or UK-focused

Our Advantage

Purpose-built for the new biometric EES system with UK traveler network

🏰 Moat Strategy

Proprietary dataset of verified British traveler reports that improves the AI model over time, creating a data moat competitors cannot easily replicate.

⏰ Why Now?

The EU Entry/Exit System launches in late 2025, replacing passport stamps with biometrics and creating brand new 2-3 hour queues specifically affecting British travelers post-Brexit.

Risks & Mitigation

markethigh severity

EES rollout delayed or queues not as bad as expected

Mitigation

Build flexible prediction engine that works for any border process and expand to non-EU Schengen countries quickly

executionmedium severity

Insufficient user reports to make predictions accurate

Mitigation

Seed initial data with public statistics and incentivize first 500 reporters with lifetime discounts

Validation Roadmap

pre-build7 days

Survey 200 British travelers who visited EU in past 12 months

Success: At least 65% say they would pay £15+ monthly for accurate predictions

mvp21 days

Launch closed beta to 150 users from Reddit and Facebook groups

Success: 35% conversion to paid after free trial and average 4.2 star feedback

Pivot Options

  • Expand prediction engine to all global airports and leisure travelers
  • White-label solution for travel insurance companies
  • Offer airport lounge booking integration based on predicted wait times

Quick Stats

Build Time
320h
Target MRR (6 mo)
$13,000
Market Size
$45.0M
Features
9
Database Tables
4
API Endpoints
4