How to scope an AI visibility retainer

What work is the client buying?

Start with the client's decision and the service you can reliably deliver. A retainer might help a marketing lead keep product facts accurate, an agency maintain a category question panel, or a publisher turn buyer questions into approved campaign briefs. These are different workloads. State the chosen purpose before listing tools.

Use a bounded sample offer as a planning template: one brand, one market, one language, an agreed question panel, one monthly evidence review, two editorial interventions and one decision report. This is an illustrative scope, not a standard Rankfor package. An intervention could update an existing page, consolidate duplicates or create a new guide when the task warrants it.

What defines completion?

Give each deliverable an acceptance condition. A measurement file needs the questions, engines, dates, completed runs and limitations. A brief needs a reader task, source-backed claims and an accountable reviewer. A published asset needs an approved destination and a checked live URL. A report needs a next decision supported by the work performed.

Name the client dependencies: subject-matter review, website access, brand approval, legal or security confirmation where relevant, and any publisher agreement. Define how delays change the delivery schedule. Specify the number of revision rounds and the point at which a new requirement becomes a scope change.

How should the retainer be priced?

Build a cost model from research, analysis, writing, review, implementation, account management and reporting time. Add platform capacity, external production and confirmed placement costs. Record assumptions for language review and difficult evidence requests. Use current public pricing and actual account entitlements when estimating Rankfor costs.

A practical worksheet calculation is: estimated labor cost plus direct service costs plus an allowance for agreed delivery risk. Apply the agency's chosen margin method explicitly. Keep tax and billing terms clear. Avoid anchoring the fee to an unverified number of assets or an assumed outcome timeline.

If you credit a diagnostic fee against the first month, state it as your own offer with its conditions. An audit can also stand alone when a client has the team to act on it. Define ownership of the evidence and editorial files when the engagement ends.

How does the monthly cycle work?

Review comparable measurements, select actions, obtain approval, implement and verify. In Rankfor, reports live at account-level Reports. Select the correct project, inspect the method and dates, and review an available PDF, Markdown or CSV export before sharing. Keep delivery evidence and business outcomes in separate sections of the client report.

Treat any new engine, language or question set as a scope change for comparisons. Maintain a separate experiment panel when the client wants to explore something new. Publishing more assets can increase cost without resolving the relevant evidence gap.

What should happen when results are flat?

Show what changed, what remained unresolved and what the next decision depends on. Check buyer fit, measurement comparability, implementation quality and evidence before increasing production. The service commitment is to execute the agreed work thoughtfully and make its results reviewable. A retainer cannot guarantee a particular AI answer or revenue result.