Autoshop: 100k+ SKU Scraping, WAF Bypass & AI Automotive Parts Engine
Complete automation ecosystem for tire and automotive parts retailers: continuous distributor price extraction bypassing WAF/Turnstile, algorithmic BuyBox repricing, and an intelligent Telegram bot with Whisper voice recognition, VIN matching, and service booking.
Market Friction: Price Volatility & High Advisory Overhead
In the automotive aftermarket and tire retail sector, prices fluctuate multiple times a day due to currency rates, and marketplaces penalize inaccurate stock data. Manually auditing competitor prices across dozens of suppliers took days, leading either to lost sales from inflated pricing or margin losses from undercutting.
The second challenge was consultation complexity: car owners frequently do not know exact fitment specifications (PCD bolt pattern, offset ET, center bore) or send voice notes while driving. Sales reps were spending up to 25 minutes consulting on a single set of wheels.
BizSolution Engineering Architecture
Engineered an enterprise scraping pipeline utilizing residential/mobile proxy meshes (Sticky Sessions), custom JA3/JA4 TLS fingerprint spoofing, and realistic browser motor kinetics.
Automated pricing engine applying 'BuyBox -1 currency unit' tactics with strict floor margin protection, permanently eliminating negative-margin transactions.
Understands voice messages in Ukrainian and English, extracts budget, dimensions, and car models, returning an immediate curated catalog presentation with photos.
Direct integration with global vehicle fitment databases: clients specify make and model or supply a VIN to receive OEM specs and verified aftermarket wheel options.
Interactive scheduling engine allowing clients to book maintenance slots with automated SMS/Telegram reminders.
When nuanced inquiries arise, sales managers can seamlessly take over the conversation with 1 click from their admin dashboard, retaining full context history.
Measurable Production Results
Marketplace BuyBox capture rate surged from 38% to 71%, net margin increased by 18.4% within the first 30 days, and first-response latency dropped from 28 minutes to 1.5 seconds.
Live Demo Walkthrough
Step-by-step instructions to test all features in the live system
Tire Fitment by Dimension Query
Open the demo web interface or send a dimension query to the Telegram bot.
Vehicle Model & VIN Search
Select 'Fitment by Vehicle' or type your vehicle make, model, and year.
Voice Note Consultation (Whisper)
Send a natural language voice note in Telegram detailing your requirement.
Service Booking & Manager Handoff
Choose 'Book Tire Fitting' and select an open time slot.
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