Building a white-label AI-search service for agency clients

A white-label platform can provide the delivery and reporting behind an agency’s AI-search service. The agency still needs a clear offer: which sites and questions it covers, who approves changes and how the client will judge the work.

Define the service before the package

Start with a bounded scope. That might include technical checks on agreed domains, optimization of supported page elements, a defined citation-monitoring sample and a monthly review.

State what is outside the service. Full editorial production, public relations and changes to a client’s product information require different inputs and responsibilities. Do not imply that an optimization subscription automatically covers them.

Decide who supplies facts, who approves visible rewrites and who responds when a check fails. The control levels can support different agreements without changing the client’s responsibility for its business information.

Check where the agency brand appears

On Preferium AI Edge, the panel, dashboard domain, reports and alerts carry the agency’s brand. Branded sign-in and authentication invitation emails and vendor-free delivered HTML are planned. The public DNS target includes the Preferium name, and legal documents identify Preferium where required.

Those boundaries should be clear before selling the service. Review the actual client journey, including access, reports and support, rather than evaluating white-label coverage from a dashboard screenshot alone. The white-label page describes the offer.

Price the work and the platform together

Preferium’s wholesale structure combines an agency subscription, domain seats and usage credits. Each end client has its own monthly included allowance according to its package. That client’s domains share its allowance; additional domain seats do not each create another included grant. Purchased credit packs form a separate balance and do not expire.

Element optimization is charged for elements actually changed. Other enabled work, including crawling, audits and measurement, can draw credits separately, even when content stays unchanged. Use the current pricing information when estimating a client’s expected usage.

The agency sets its retail packages and prices and bills clients through its own Stripe. Allow for onboarding, review, support and reporting as well as platform costs. Automation may reduce some implementation work, but margin depends on the complete service being sold.

Show the work without promising an outcome

A monthly report should distinguish changes delivered, checks passed, issues awaiting approval and visibility observed. Link to examples the client can inspect. Citation trends need the prompt sample and measurement period alongside them.

Agree business measures separately: enquiries, qualified leads, purchases or another relevant outcome. Neither publishing an optimization nor receiving a citation guarantees a commercial result.

Before expanding the offer, run the whole workflow with a small agreed scope. Check the handoffs from setup through approval, deployment, verification and the client report. That will reveal more about delivery effort than assuming the platform removes it.