Docs/AI Retention Asset Generation

Engagement

AI Retention Asset Generation

Generate retention asset drafts from website analysis, strategy, creative brief, visual assets, testing review, and Designer payload creation.

Generation pipeline

The AI asset worker analyzes the website, diagnoses conversion blockers, builds strategy, creates a retention asset brief, chooses visual assets, composes markup, reviews desktop and mobile quality, and finalizes a passing asset into the Retention Library and Designer.

The generator is instructed to avoid generic placeholder copy, align with the diagnosed root cause, keep layouts compact, and produce self-contained retention asset HTML, CSS, and JS.

Quality review

Generated assets are reviewed for visual impact, image relevance, message specificity, proof quality, persuasion strength, brand distinctiveness, mobile focus, CTA specificity, and layout safety.

Frequently Asked Questions

Does AI create live campaigns automatically?

The worker can prepare assets and related campaign objects in supported flows, but operators should review the asset and campaign rules before relying on it in production.