Olive oil
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β-carotene sits inside crystalline chromoplasts behind rigid cell walls; heat disrupts the wall and fat forms the micelles absorption needs. The measured swing is large: roughly 11% bioavailability raw against about 75% stir-fried. **Both steps are required** — fat on whole raw carrot does little.