diff --git a/README.md b/README.md
index 4ef5062b..59ab43c9 100644
--- a/README.md
+++ b/README.md
@@ -524,7 +524,7 @@ is the first printer target; the workflow is built to grow across ecosystems.
   and complexity, detected materials/colors, object and plate counts, and the source
   ecosystem. No guesswork, no fake data.
 - **Validation Center** — a readiness check that answers the questions a novice
-  actually has: *will it print, what's preserved, what changes, and what's at risk?* —
+  actually has: *what could Studio check, what's preserved, what changes, and what's at risk?* —
   now backed by the Design Health geometry checks above.
 - **Prepare** — make a U1 profile copy in one click — review in Orca before slicing.
   Originals are never overwritten; every change is recorded.
diff --git a/desktop/package.json b/desktop/package.json
index bbbc5ba6..6ec60c9a 100644
--- a/desktop/package.json
+++ b/desktop/package.json
@@ -2,7 +2,7 @@
   "name": "snapmaker-studio-desktop",
   "private": true,
   "version": "1.6.0",
-  "description": "Snapmaker Studio — the local-first workflow platform for modern 3D printing. Understand any design, check if it will print, get it ready, and monitor your Snapmaker U1.",
+  "description": "Snapmaker Studio — the local-first workflow platform for modern 3D printing. Understand any design, see what Studio could check, get a copy ready for Snapmaker Orca, and monitor your Snapmaker U1.",
   "type": "module",
   "scripts": {
     "dev": "vite",
diff --git a/docs/PRODUCT_VISION.md b/docs/PRODUCT_VISION.md
index 23a19349..df51e115 100644
--- a/docs/PRODUCT_VISION.md
+++ b/docs/PRODUCT_VISION.md
@@ -15,7 +15,7 @@ to span more slicers and more printers over time (not a claim of current support
 **Understand → Validate → Prepare → Monitor.**
 Validate is a mandatory stage, never skipped: every prepared file is *proven clean*
 before output. (Brand: see [`brand/`](brand/README.md). Tagline: _Understand any
-design, check if it will print, get it ready._)
+design, see what Studio could check, get a copy ready for Orca._)
 
 ---
 
@@ -30,7 +30,7 @@ or silent compatibility failures.**
 ## 2. Vision
 
 In three years, when a maker downloads a model, inherits a project, or switches
-printers, the answer to "will this print, and how do I make it print here?" is a
+printers, the answer to "what can I check here, and how do I get a copy ready for Orca?" is a
 single app: **Snapmaker Studio.** It diagnoses, repairs, converts, optimizes,
 validates, and manages — locally, openly, and across ecosystems — the way an IDE
 became the home for code regardless of language or compiler.
@@ -67,7 +67,7 @@ pillars do not change when printers do.
 
 | Pillar | What it owns | Today |
 |---|---|---|
-| **Diagnose** | Compatibility scoring, issue detection, "will it print here?" | Doctor (READY/REPAIRABLE/CONVERTIBLE/HIGH_RISK, score/100) |
+| **Diagnose** | Compatibility scoring, issue detection, "what can Studio check here?" | Doctor (READY/REPAIRABLE/CONVERTIBLE/HIGH_RISK, score/100) |
 | **Transform** | Convert/repair/normalize across ecosystems, preserving design | Bambu/Orca→U1, Prusa/geometry-only 3MF wrap, STL wrap, identity normalization |
 | **Validate** | Prove output is clean before the user wastes a print | `is_u1_clean` gate + real-world corpus (112 files, 100% structurally valid — internal gate, not print success) |
 | **Manage** | Projects, versions, libraries, comparison, history | Workspace + diff foundation (mock UI shipped; engine in progress) |
@@ -254,7 +254,7 @@ _(Merged from the former PRODUCT_MISSION.md.)_
 multi-material print — without losing their work to format wars, vendor
 lock-in, or silent compatibility failures.**
 
-_Understand any design, check if it will print, get it ready._ The flow is always
+_Understand any design, see what Studio could check, get a copy ready for Orca._ The flow is always
 **Understand → Validate → Prepare → Monitor** — Validate never skipped.
 
 ## What we believe
diff --git a/docs/brand/social-preview.png b/docs/brand/social-preview.png
index 774618b6..741541f4 100644
Binary files a/docs/brand/social-preview.png and b/docs/brand/social-preview.png differ
diff --git a/docs/brand/social-preview.svg b/docs/brand/social-preview.svg
index f3ae3c48..bfe4e866 100644
--- a/docs/brand/social-preview.svg
+++ b/docs/brand/social-preview.svg
@@ -56,5 +56,5 @@
   <g font-family="Inter, 'Segoe UI', Arial, sans-serif" font-weight="700" font-size="24">
     <text x="122" y="546" fill="#00E1FF">UNDERSTAND</text><text x="370" y="546" fill="#32CD32">VALIDATE</text><text x="560" y="546" fill="#FF8500">PREPARE</text><text x="740" y="546" fill="#00A6FF">MONITOR</text>
   </g>
-  <text x="120" y="600" font-family="Inter, 'Segoe UI', Arial, sans-serif" font-weight="700" font-size="30" fill="#F2F2F2">Understand any design, check if it will print, get it ready.</text>
+  <text x="120" y="600" font-family="Inter, 'Segoe UI', Arial, sans-serif" font-weight="700" font-size="30" fill="#F2F2F2">Understand any design, then prepare it for Orca.</text>
 </svg>
diff --git a/docs/landing/index.html b/docs/landing/index.html
index 3fc3e30e..076b0eb4 100644
--- a/docs/landing/index.html
+++ b/docs/landing/index.html
@@ -5,7 +5,7 @@
 <meta name="viewport" content="width=device-width, initial-scale=1" />
 <title>Snapmaker Studio — The Workflow Platform for Modern 3D Printing</title>
 <meta property="og:title" content="Snapmaker Studio" />
-<meta property="og:description" content="Understand any design, check if it will print, and get it ready — local-first, open source. Snapmaker U1 as the first printer target." />
+<meta property="og:description" content="Understand any design, see what Studio could check, and get a copy ready for Snapmaker Orca — local-first, open source. Snapmaker U1 as the first printer target." />
 <meta property="og:image" content="../brand/social-preview.svg" />
 <style>
   :root{--bg:#0A101C;--bg2:#060A12;--surface:#16192B;--border:#334155;--text:#F2F2F2;--muted:#94A3B8;}
@@ -51,7 +51,7 @@
 
   <section class="hero">
     <img src="../brand/icon.svg" alt="Studio Hub" />
-    <h1>Understand any design. Check if it will print. <span class="g">Get it ready.</span></h1>
+    <h1>Understand any design. See what Studio checked. <span class="g">Get a copy ready for Orca.</span></h1>
     <p class="tagline">The Workflow Platform for Modern 3D Printing.</p>
     <p class="sub">Local-first &amp; open source &middot; Snapmaker U1 as the first printer target &middot; beta</p>
     <div class="cta">
@@ -63,9 +63,9 @@ <h1>Understand any design. Check if it will print. <span class="g">Get it ready.
   <section id="flow" class="flow">
     <div class="step"><b>Understand</b><small>Colors, size &amp; complexity.</small></div>
     <span class="arrow">&rarr;</span>
-    <div class="step validate"><b>Validate</b><small>Will it print? What changes?</small></div>
+    <div class="step validate"><b>Validate</b><small>What can Studio check? What changes?</small></div>
     <span class="arrow">&rarr;</span>
-    <div class="step"><b>Prepare</b><small>A clean, print-ready copy.</small></div>
+    <div class="step"><b>Prepare</b><small>A U1 copy to review in Orca.</small></div>
     <span class="arrow">&rarr;</span>
     <div class="step"><b>Monitor</b><small>Live U1 status (read-only).</small></div>
   </section>