A reason to carefor every audience

OmniSense powers this use case. It turns audience segments into distinct ad variations, each with its own hook, benefit, visual, and call to action, then tests which message performs best for each audience.

No. Lapis creates creative for approved audience contexts and campaign hypotheses. The ad platform controls delivery, and an audience signal does not guarantee that one exact person receives one exact creative.

Yes. Existing research, CRM insights, sales notes, and persona documents can inform the brief. Review the inputs for accuracy and recency before turning them into campaign messages.

Lapis can help structure a reviewable starting point from your product and market context, but it should not replace customer research. Treat generated personas as hypotheses until your team validates them.

Create enough to cover meaningful differences, but no more than your budget and delivery can evaluate. A focused set of distinct hypotheses is more useful than dozens of thin variations.

Lapis prepares and labels the creative for supported workflows. Campaign structure, audience eligibility, privacy settings, integrations, and plan determine how it is activated in each ad platform.

The creative workflow does not need PII to write an audience-specific message. Do not place personal or sensitive data in prompts, asset names, tags, or copy.

Use approved, evidence-based inputs; exclude sensitive traits; review every direction; and reject language that overgeneralizes or implies knowledge the advertiser should not have.

Yes. Each direction can be refined or rejected on its own. Keep the shared offer and brand foundation stable while adjusting the specific audience hypothesis that needs work.