Client Portal

WeBuyVintage Resources

Tools, analyses and roadmap for the WBV roadshow intelligence engagement. Every item below maps to a deliverable in the scope of work.

Deliverables

The full roadmap

Every deliverable from the scope of work. Live items are usable today; planned items show what's coming so you can see the shape of the finished engagement.

A. Priority Analysis

1 deliverable · 1 live
Foundation

What Makes a Great Area

Census demographics correlated with event revenue. Scoring model and 4,300+ target villages, towns and suburbs ranked by predicted potential.

Live

B. Models 1–8

8 models · 1 live, 1 in sign-off, 7 planned
Model 1

Event Repeat Timing Engine

When to return to each area. Predicts optimal revisit windows from historical repeat performance.

Planned
Model 2

Dealer Performance Ranking

Fair per-dealer scoring that controls for area quality. Who's outperforming once you strip out where they've worked.

Planned
Model 3

Area Intelligence & Postcode Scoring

Ongoing version of the Foundation analysis — keeps scoring and target lists current as new event data lands.

Planned
Model 4

Dealer Capacity Planning

What-if scenarios: holidays, new hires in specific regions, volume changes. Impact on travel, fairness and fill rates before you commit.

Planned
Model 5

Pattern Analysis

Day-of-week, weather, seasonality, event-type cross-cuts. Separates real signal from noise.

Planned
Model 6

Event Attendance Predictor

Forecast footfall per event. Feeds the "3rd seat at twin events" rule and staffing decisions.

Planned
Model 7

Estimate vs Actual Tracker

Per-dealer calibration of estimates against realised SKU outcomes. Replaces the blanket 30% reduction with honest math.

Planned
Model 8

Rota Tool

Optimised dealer rotas for any week. Respects every constraint (capacity, holidays, roadtrip caps) while minimising total travel. CSV export ready to paste into the rota sheet.

Live
Model 8 · Spec

Rota Rules — Sign-off Spec

Single-page specification of every rule the optimiser follows. The document Liam signs to lock the spec before go-live.

Awaiting sign-off

C. Platform & AI Interface

3 deliverables · 0 live
Platform

Self-Serve AI Query Tool

Claude-powered conversational interface. Ask questions about your data in plain English.

Planned
Platform

Fixed Analysis Pages

Recurring dashboards the ops team returns to week-on-week. Ideas for discussion with WBV: event calendar (upcoming events with dealer assignments and predicted attendance), dealer leaderboard & profiles (performance ranking + per-dealer pages), area explorer & heatmap (UK map scored against Foundation/M3 potential), capacity dashboard (monthly quota utilisation + roadtrip budgets + coverage gaps). Final list to be agreed.

Planned
Platform

Data Pipeline

Replaces the current Google Sheets feed. Toby Austin's new WBV web-app becomes the source of truth, and majiai pulls live data from his API — so the analytics store reflects the same operational state the team sees day-to-day.

Planned

Supporting

1 tool · 1 live
Ops

Project Tracker

End-to-end task list from PoC through production go-live. Live status on everything in flight.

Live
Archived engagement docs 3 documents