
Voice Memory: AI Drafts That Learn How You Write
Voice memory watches the edits you make to AI drafts, distills them into voice patterns, and applies them to future drafts, so the writing gets closer to your voice every time, per platform.
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Voice memory watches the edits you make to AI drafts, distills them into voice patterns, and applies them to future drafts, so the writing gets closer to your voice every time, per platform.

SurfacedBy finds the community conversations where your brand can genuinely help, drafts a reply in your voice, waits for your approval, and re-checks whether the thread becomes a source AI cites.

Connect SurfacedBy to Claude, ChatGPT, or Cursor with a read-only MCP server. Approved AI clients can read your AI visibility, cited sources, opportunities, and AI traffic, scoped to what you allow and revocable anytime.

SurfacedBy now shows the full source landscape behind AI answers: which sources each platform cites, whether they cite you, and which pages are worth winning, with the evidence behind every call.

SurfacedBy now shows the themes AI reaches for when it describes your brand, the sentiment behind each one, and routes a weak or wrong theme into an evidence-backed fix.

The Command Center is the workspace home for portfolios: portfolio health, an attention queue grouped by brand, cross-brand comparison, and client-ready summaries, all access-aware.

SurfacedBy turns a measured AI visibility gap into a grounded, evidence-backed draft you review and publish to WordPress or Shopify, from one workflow.

SurfacedBy now turns your AI visibility data into scheduled, shareable reports and an automated weekly digest, with templates, multi-frequency schedules, a live preview, and white-label exports.

SurfacedBy Actions turns each AI visibility gap into a routed, evidence-backed action you can create, track, and approve from one hub.

Three free SurfacedBy tools check whether AI can reach, read, and cite your site: a Robots AI Bot Checker, an llms.txt generator, and an on-page content checker.

The redesigned SurfacedBy dashboard puts AI visibility, the sources AI cites, your prompts, and opportunities in one workspace, built to read at a glance.

Read your AI visibility, citations, and competitors programmatically with the SurfacedBy Data API, manage keys and prepaid credits in the Console, and build against full OpenAPI docs.

SurfacedBy now joins AI-referred visits, crawler access, and conversions in one view, so you can see not just where you are cited but what those citations actually drive.

Connect Google Search Console and Analytics to SurfacedBy and read your classic search data next to your AI visibility, one domain at a time.