Clitheroe were sunk by four second-half goals as they came up short.
Wayne Harratt opened the scoring for managerless Bridlington on 55 minutes.
The Blues struggled at set-pieces as Graham Wallace doubled Town's lead on 78 minutes.
Alex Rhodes and Tom Greaves added late goals.
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