Programmatically detecting and fixing placeholder/fallback images
| Vehicle | Problems Detected | Current Image | Suggested Fix | Confidence | Fix Type |
|---|---|---|---|---|---|
| BMW 320d | SHARED_FALLBACK | https://images.pexels.com/photos/1592384/pexels-ph... | https://source.unsplash.com/1280x720/?bmw-320d-car... | 70% | SEARCH_BASED |
| Mini Cooper SE | SHARED_FALLBACK | https://images.pexels.com/photos/1592384/pexels-ph... | https://source.unsplash.com/1280x720/?mini-cooper-... | 70% | SEARCH_BASED |
| Volvo XC40 | SHARED_FALLBACK | https://images.pexels.com/photos/1592384/pexels-ph... | https://source.unsplash.com/1280x720/?volvo-xc40-c... | 70% | SEARCH_BASED |
<?php
/**
* Auto-generated fixes for vehicle images
* Generated: 2025-12-28 08:07:16
* Fixed: 3 vehicles
*/
// Merge these into your vehicleImages array
$autoFixedImages = [
'BMW 320d' => 'https://source.unsplash.com/1280x720/?bmw-320d-car',
'Mini Cooper SE' => 'https://source.unsplash.com/1280x720/?mini-cooper-se-car',
'Volvo XC40' => 'https://source.unsplash.com/1280x720/?volvo-xc40-car',
];
// Apply fixes
$vehicleImages = array_merge($vehicleImages, $autoFixedImages);
?>