GULFOIL EUROPE
AI-only demo: vehicle identification and oil spec here are AI-estimated, not checked against a real fitment database. See product_finder_without_db/ for context on why this project exists separately from the tested India system.

AI Fit Finder (Europe) - test page

Click the chat bubble bottom-right. Unlike the India widget, there are no guided category/brand/model dropdowns here - every path (text, VIN, plate, photo) goes through AI to identify the vehicle and estimate the oil spec it needs, then checks the real Gulf PDS catalog (158 scraped European products) for an actual matching product.

Test values

ModeTry thisExpect
Type vehicle description 2019 Dacia Sandero 1.0 TCe petrol, engine code H4D AI identifies Dacia Sandero, recommends 5W-30 ACEA C3, matches real Gulf Formula CX/RNX/Ultrasynth products
Search by VIN WBAFR7C57CC811956 CarsXE decodes to BMW 5 Series (real), AI fills in engine/spec detail (estimated)
Search by plate number 7XER187 -> country "Other" (CarsXE demo plate, US-based, for pipeline testing only) Decodes via CarsXE, AI estimates the rest
Search by photo Click "Choose photo..." and pick any vehicle photo Vision model guesses make/model, AI estimates engine/spec detail

Every result shows a disclaimer at the bottom of the response card - this is by design, not a bug, given this project has no real vehicle/spec database behind it.