🏢 Mechanical · Sunbury, Melbourne
For fast, efficient car motor repair, contact W&S Auto Repairs in Sunbury.
Research Phase
Before writing a single line of code, our research agent studied W&S Auto Repairs — their current website, social presence, reviews, team, and services. Here's what stood out.
4.6 stars from 52 Google reviews and 61 Birdeye reviews — with customer quotes highlighting diagnostic speed ('diagnosed the problem quickly, the car was ready that afternoon') and specialist skills ('sorted out my air-conditioning problem when others couldn't')
Founded by Matt Fitzpatrick at 160 O'Shanassy Street, Sunbury — a combined mechanical and auto electrical workshop offering 6 service categories including roadworthy inspections, with a 12-month warranty on labour and parts
Also rated 4.2 stars from 15 Facebook reviews — cross-platform consistency that validates the 'reliable local mechanic' positioning, with the business open Monday–Friday 8am–5pm and Saturdays by appointment
Design Phase
Every design decision was intentional — informed by the research, not pulled from a template library.
Visual Direction
A 9-component, 6-page site with dedicated pages for auto electrical and brakes/clutch services — reflecting the workshop's dual mechanical and electrical capability. The bespoke Repair Decision Assistant interactive component helps customers understand whether their issue needs mechanical or auto electrical attention. The testimonial carousel draws from the rich 52+ Google review base, while the floating CTA drives phone enquiries matching the business's quote-by-phone model.
Design Rationale
W&S Auto Repairs competes as a dealership alternative by offering both mechanical and auto electrical under one roof with a 12-month warranty. The dedicated service pages for auto electrical and brakes/clutch reflect the workshop's actual specialisation split, while the Repair Decision Assistant addresses the common customer confusion about whether their car problem is mechanical or electrical — directly reducing unnecessary phone calls and setting expectations before the first visit.
Build Phase
Site Architecture
// Next.js App Router
Methodology
Spark (research agent) scraped W&S Auto Repairs's current website, Google reviews, social media, and business listings. Every piece of real data — team names, service pricing, business hours, unique details — was extracted into a structured profile.
Based on the research, a bespoke design direction was created specifically for W&S Auto Repairs. No templates — the typography, color palette, layout patterns, and visual effects were all chosen to match this business's personality and industry.
Pixel (design agent) built the entire 6-page Next.js application from scratch — 9 custom components, real content from the research phase, App Router with proper routing, and production-grade code.
Sentinel (QA agent) verified the build compiles cleanly, checked for placeholder content, validated all routes render correctly, and confirmed the design is unique (not recycled from another demo).
Additional Notes
Research was the most thorough in this batch at 12 sources, including the official website (wsautorepairssunbury.com.au) with LocalBusiness JSON-LD schema, Birdeye (61 reviews, 4.6 stars), Facebook (15 reviews, 4.2 stars), and Google business data (52 reviews, 4.6 stars). Five customer review quotes were captured from Birdeye. Founder Matt Fitzpatrick was identified from the website's structured data. Data completeness rated medium.
For Reference
W&S Auto Repairs's current website: www.wsautorepairssunbury.com.au
More from the experiment
This case study is part of the AI Web Lab — a 30-day experiment where AI agents build bespoke websites for real Melbourne businesses. Every site is researched, designed, and built from scratch by a team of five specialist AI agents. The full methodology, code, and results are documented transparently.
This study is being prepared for publication as part of a research paper on AI-assisted web development at scale.
We built W&S Auto Repairs's site in 12 minutes. Same process, same quality — a custom website built for you, not a template.