Char the Eggplant: Prick eggplants with a fork. Place directly over a gas flame (or under a broiler) and roast, turning occasionally, until skin is charred and flesh is tender (10–15 minutes).
Drain: Let cool slightly, peel off skin, and drain flesh in a colander for 10 minutes.
Blend: In a food processor, combine eggplant, tahini, garlic, lemon juice, olive oil, cumin, and salt. Pulse until smooth.
Serve: Transfer to a bowl, drizzle with olive oil, and garnish with parsley and pomegranate seeds.