What ships on the page

Without a layerHardcoded <a href> to chatgpt.com/?q=…, claude.ai/new?q=…, perplexity.ai/?q=… — same prompt for every visitor.

With ContinueWithOne script tag: chips, optional composer free text, LLM logos as send, templates from the dashboard.

Visitor intent

Without a layerYou choose the question in advance. Visitors cannot type their real objection (“vs Linktree?”, “HSA eligible?”, “L5 offer?”).

With ContinueWithComposer mode captures the question they actually have, then opens their assistant with context attached.

Prompt operations

Without a layerChanging copy means a design publish. No A/B, no per-page library, no {{url}} / {{title}} variables.

With ContinueWithEdit prompts in the dashboard. Page-aware templates. Iterate without redeploying marketing HTML.

Data you collect

Without a layerAt best a generic outbound click in GA4. No page → prompt → assistant funnel. The AI journey stays invisible.

With ContinueWithContinuation events: which page, which prompt (or free-text), which assistant, when — not private chat transcripts.

Missed opportunity

Without a layerYou validated that buyers trust AI more than your copy — then threw away the signal.

With ContinueWithSame trust moment, instrumented: prioritize pages, prompts, and GEO work where continuations concentrate.