Packaging AI Search Work Into a Monthly Retainer

Sell outcomes you control

Agencies get into trouble when they sell positions in AI answers. No one controls those. Sell the work that moves the inputs instead: tracking, answer pages, comparison pages, listings and reviews, fact corrections and reporting. The promise is a measured programme with a clear monthly cadence, not a guaranteed placement.

Write this into the proposal in plain words. Clients trust agencies that are honest about what is measurable and what is not.

A three-tier structure that works

Most agencies settle on three levels. A tracking tier covers weekly measurement, a monthly report and a short action list. A growth tier adds a fixed number of answer pages or comparison pages each month and listing work. A leadership tier adds earned media outreach and quarterly strategy. Keep prompts, engines and competitors explicit in each tier so scope does not creep.

• Tracking: prompts, engines, competitors, weekly runs, monthly report.
• Growth: tracking plus a set number of pages and listings a month.
• Leadership: growth plus outreach to sources assistants cite and a quarterly review.

Price from your cost and the client's value

Work out your real monthly cost per client: tool credits for tracking, writer and editor hours per page, account management time. Then set a margin you are comfortable with and compare it to what the client would pay for the same work elsewhere. If you use a tool with credits, as XDQ AgentOS does, map credits to deliverables so you know the cost of every prompt checked and every article drafted before you quote.

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