Ibrahim Farid, MD is a anes thesiologist in Akron. Operator refreshes the health score, market rank, and review feed every night.
Operator computes a Health score every night at 2 am HST. It is the one number that tells you if this shop is winning, losing, or steady. Here is how Ibrahim Farid, MD broke down on Apr 15, 2026.
Operator ranks every anes thesiologist in Akron every night at 2 am HST using reviews, response rate, and local market share.
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