Inference-time ads

Definition

An ad slot rendered while the user waits for the model response, with the auction running in parallel to inference.

Where they show up

If your UI has a visible wait state (typing indicator, progress step, loading view), that window can host a sponsored slot without inserting an extra interruption.

For the operating model, see How wavebird works.

What the ad system sees

Relevance is based on a minimal delivery signal (typically topic category + language), not raw prompt text. See the data firewall.

Topic-based matching requires explicit user consent under Compute Sponsoring.

Related

Last updated: 2026-04-03

Next step

Explore the integration path.

Start with the SDK for the production path, or talk to the team if you want rollout, placement, or partnership guidance.