Revision Load Ceiling

Revision Load Ceiling is the number of client change rounds a generated site can absorb before the retainer stops paying for itself. Generation is the cheap half of an AI website build; the expensive half is the second, third, and fourth round of edits a client requests once they see the first draft. Agencies should price the ceiling, not the build: estimate revision hours per page, multiply by the blended delivery rate, and compare that against the platform cost plus hosting. A $159/mo white-label plan like Brizy's is irrelevant if each client consumes 14 hours of editor time across three rounds. The ceiling also decides which clients fit the offer. Small budgets with one decision-maker stay under it; multi-stakeholder accounts blow through it. Forrester's 2027 predictions put client budgets under harder ROI review, so agencies that cannot show revision hours per site will struggle to defend the retainer when the renewal conversation arrives.