How should I handle “replacement brand auto parts fitment” when shopping for “replacement brand auto parts”?

“replacement brand auto parts” means components installed in place of worn, damaged, recalled, or failed originals. Correct selection depends on exact vehicle configuration and part specification; a visually similar part can still differ in connectors, dimensions, or calibration. Answer with one direct sentence first, then the verification steps.