diff --git a/dist-release/content/index.js b/dist-release/content/index.js
index ee2c3ad..50d27ce 100644
--- a/dist-release/content/index.js
+++ b/dist-release/content/index.js
@@ -107,7 +107,7 @@
   ];
   var RATE_COLUMNS = [
     {
-      header: "\u5355\u89C6\u9891\u770B\u540E\u641C\u7387",
+      header: "\u5546\u5355\u89C6\u9891\u770B\u540E\u641C\u7387",
       readValue: (record) => record.rates?.singleVideoAfterSearchRate ? normalizeRateDisplay(record.rates.singleVideoAfterSearchRate) : ""
     },
     {
@@ -2008,7 +2008,7 @@
     }
     const selectionHeader = ensureSyntheticHeaderCell(header, SELECTION_COLUMN_KEY, "");
     const headerSelectionCheckbox = ensureSelectionHeaderControl(selectionHeader);
-    ensureSyntheticHeaderCell(header, SINGLE_COLUMN_KEY, "\u5355\u89C6\u9891\u770B\u540E\u641C\u7387");
+    ensureSyntheticHeaderCell(header, SINGLE_COLUMN_KEY, "\u5546\u5355\u89C6\u9891\u770B\u540E\u641C\u7387");
     ensureSyntheticHeaderCell(header, PERSONAL_COLUMN_KEY, "\u4E2A\u4EBA\u89C6\u9891\u770B\u540E\u641C\u7387");
     BACKEND_METRIC_COLUMNS2.forEach(({ field, label }) => {
       ensureSyntheticHeaderCell(header, field, label);
@@ -2185,7 +2185,7 @@
       pluginHeaderSection,
       headerTemplateCell,
       SINGLE_COLUMN_KEY,
-      "\u5355\u89C6\u9891\u770B\u540E\u641C\u7387"
+      "\u5546\u5355\u89C6\u9891\u770B\u540E\u641C\u7387"
     );
     ensureDivHeaderCell(
       pluginHeaderSection,
@@ -2836,7 +2836,7 @@
   function shouldExportColumn(label) {
     const excludedBackendLabels = new Set(BACKEND_METRIC_COLUMNS2.map((column) => column.label));
     return Boolean(
-      label && label !== ACTION_HEADER_TEXT && label !== BACKEND_HEADER_TEXT && !excludedBackendLabels.has(label) && label !== "\u5355\u89C6\u9891\u770B\u540E\u641C\u7387" && label !== "\u4E2A\u4EBA\u89C6\u9891\u770B\u540E\u641C\u7387"
+      label && label !== ACTION_HEADER_TEXT && label !== BACKEND_HEADER_TEXT && !excludedBackendLabels.has(label) && label !== "\u5546\u5355\u89C6\u9891\u770B\u540E\u641C\u7387" && label !== "\u4E2A\u4EBA\u89C6\u9891\u770B\u540E\u641C\u7387"
     );
   }
   function syncSortableHeaderCell(cell, options) {
@@ -3577,23 +3577,28 @@
     const exportButton = document2.createElement("button");
     exportButton.type = "button";
     exportButton.dataset.pluginExport = "button";
-    exportButton.textContent = "\u5BFC\u51FACSV";
+    exportButton.textContent = "\u5BFC\u51FA\u5217\u8868CSV";
+    exportButton.title = "\u5BFC\u51FA\u5F53\u524D\u8FBE\u4EBA\u5217\u8868\u4E2D\u7684\u57FA\u7840\u5B57\u6BB5\u548C\u79D2\u601D\u6307\u6807";
     const audienceProfileExportButton = document2.createElement("button");
     audienceProfileExportButton.type = "button";
     audienceProfileExportButton.dataset.pluginExportAudienceProfile = "button";
-    audienceProfileExportButton.textContent = "\u5BFC\u51FA\u753B\u50CFCSV";
+    audienceProfileExportButton.textContent = "\u5BFC\u51FA\u9009\u4E2D\u8FBE\u4EBA\u753B\u50CF";
+    audienceProfileExportButton.title = "\u4EC5\u5BFC\u51FA\u5DF2\u52FE\u9009\u8FBE\u4EBA\uFF0C\u5305\u542B\u753B\u50CF\u3001\u5185\u5BB9\u6570\u636E\u3001\u6548\u679C\u9884\u4F30\u7B49\u5B57\u6BB5";
     const audienceProfileByIdExportButton = document2.createElement("button");
     audienceProfileByIdExportButton.type = "button";
     audienceProfileByIdExportButton.dataset.pluginExportAudienceProfileById = "button";
-    audienceProfileByIdExportButton.textContent = "\u6309ID\u5BFC\u51FA\u753B\u50CFCSV";
+    audienceProfileByIdExportButton.textContent = "\u6309\u661F\u56FEID\u5BFC\u51FA\u753B\u50CF";
+    audienceProfileByIdExportButton.title = "\u7C98\u8D34\u8FBE\u4EBA\u661F\u56FEID\u540E\u6279\u91CF\u5BFC\u51FA\u753B\u50CF\u6570\u636E\uFF0C\u4E0D\u4F9D\u8D56\u5F53\u524D\u5217\u8868\u52FE\u9009";
     const audienceProfileFieldButton = document2.createElement("button");
     audienceProfileFieldButton.type = "button";
     audienceProfileFieldButton.dataset.pluginAudienceProfileFields = "button";
-    audienceProfileFieldButton.textContent = "\u753B\u50CF\u5B57\u6BB5";
+    audienceProfileFieldButton.textContent = "\u9009\u62E9\u753B\u50CF\u5B57\u6BB5";
+    audienceProfileFieldButton.title = "\u52FE\u9009\u672C\u6B21\u753B\u50CFCSV\u9700\u8981\u5BFC\u51FA\u7684\u5B57\u6BB5\uFF0C\u8BBE\u7F6E\u4F1A\u81EA\u52A8\u4FDD\u5B58";
     const batchSubmitButton = document2.createElement("button");
     batchSubmitButton.type = "button";
     batchSubmitButton.dataset.pluginBatchSubmit = "button";
     batchSubmitButton.textContent = "\u63D0\u4EA4\u6279\u6B21";
+    batchSubmitButton.title = "\u5C06\u5F53\u524D\u9009\u4E2D\u7684\u8FBE\u4EBA\u63D0\u4EA4\u5230\u540E\u7EED\u4E1A\u52A1\u6279\u6B21";
     const exportStatusText = document2.createElement("span");
     exportStatusText.dataset.pluginExportStatus = "text";
     applyStatusStyles(exportStatusText);
diff --git a/docs/aigc-user-guide.md b/docs/aigc-user-guide.md
index 2d24c25..7deb452 100644
--- a/docs/aigc-user-guide.md
+++ b/docs/aigc-user-guide.md
@@ -191,14 +191,14 @@ https://xingtu.cn/ad/creator/market
 在星图页面中，插件会新增一组自己的操作区，常见元素包括：
 
 - 导出范围下拉框
-- `导出CSV` 按钮
+- `导出列表CSV` 按钮
 - `提交批次` 按钮
 - 状态提示文字
 - 每一行达人前面的勾选框
 
 其中：
 
-- `导出CSV`：把当前选择的数据导出为表格文件
+- `导出列表CSV`：把当前选择的数据导出为表格文件
 - `提交批次`：把当前选择的数据提交为批次
 
 ---
@@ -243,7 +243,7 @@ https://xingtu.cn/ad/creator/market
 
 点击：
 
-- `导出CSV`
+- `导出列表CSV`
 
 ### 4. 等待导出完成
 
@@ -281,7 +281,7 @@ https://xingtu.cn/ad/creator/market
 
 如果只想导出一部分画像字段，点击：
 
-- `画像字段`
+- `选择画像字段`
 
 在弹出的窗口里：
 
@@ -302,11 +302,11 @@ https://xingtu.cn/ad/creator/market
 
 勾选达人后，点击：
 
-- `导出画像CSV`
+- `导出选中达人画像`
 
 如果已经有达人星图 ID 列表，也可以点击：
 
-- `按ID导出画像CSV`
+- `按星图ID导出画像`
 
 然后把达人 ID 粘贴进去，每行一个。
 
@@ -518,7 +518,7 @@ https://xingtu.cn/ad/creator/market
 4. 打开星图达人市场页
 5. 等待页面数据加载完成
 6. 先勾选需要的人，或直接选择范围
-7. 需要表格时点 `导出CSV`
+7. 需要表格时点 `导出列表CSV`
 8. 需要进入后续流程时点 `提交批次`
 
 ---
diff --git a/docs/【超简单版】插件安装使用指南.md b/docs/【超简单版】插件安装使用指南.md
index 76b0ed7..5e075f8 100644
--- a/docs/【超简单版】插件安装使用指南.md
+++ b/docs/【超简单版】插件安装使用指南.md
@@ -76,7 +76,7 @@ https://xingtu.cn/ad/creator/market
 
 - 勾选你想导出的达人（不勾就选全部）
 - 选择范围：当前页 / 前5页 / 全部
-- 点击 **"导出CSV"**
+- 点击 **"导出列表CSV"**
 - 文件自动下载到电脑的"下载"文件夹
 
 ### 2️⃣ 导出画像数据（画像CSV）
@@ -85,7 +85,7 @@ https://xingtu.cn/ad/creator/market
 
 - 先勾选你想导出画像的达人
 - 选择范围：当前页 / 前5页 / 全部
-- 点击 **"导出画像CSV"**
+- 点击 **"导出选中达人画像"**
 - 等待下载完成
 - 文件自动下载到电脑的"下载"文件夹
 
@@ -98,10 +98,10 @@ https://xingtu.cn/ad/creator/market
 - 秒思api数据：看后搜率、看后搜数、新增A3数、新增A3率、CPA3、cp_search
 
 **只导出部分字段**：
-- 点击 **"画像字段"**
+- 点击 **"选择画像字段"**
 - 勾选你需要的字段，取消不需要的字段
 - 点击 **"保存"**
-- 再点击 **"导出画像CSV"** 或 **"按ID导出画像CSV"**
+- 再点击 **"导出选中达人画像"** 或 **"按星图ID导出画像"**
 
 说明：达人ID、达人名称、导出状态、失败原因等基础字段会固定保留；你保存过一次后，下次导出会自动沿用这次勾选结果，不需要重新勾选。
 
@@ -109,7 +109,7 @@ https://xingtu.cn/ad/creator/market
 
 当你想批量查询特定达人ID的画像数据时使用：
 
-- 点击 **"按ID导出画像CSV"**
+- 点击 **"按星图ID导出画像"**
 - 在弹出的对话框中输入达人ID（每行一个）
 - 点击确认
 - 等待下载完成
diff --git a/release/star-chart-search-enhancer-internal.zip b/release/star-chart-search-enhancer-internal.zip
index dab936d..49e052c 100644
Binary files a/release/star-chart-search-enhancer-internal.zip and b/release/star-chart-search-enhancer-internal.zip differ
diff --git a/src/content/market/csv-exporter.ts b/src/content/market/csv-exporter.ts
index 00718b0..191c096 100644
--- a/src/content/market/csv-exporter.ts
+++ b/src/content/market/csv-exporter.ts
@@ -28,7 +28,7 @@ const FALLBACK_BASE_COLUMNS: CsvColumn[] = [
 
 const RATE_COLUMNS: CsvColumn[] = [
   {
-    header: "单视频看后搜率",
+    header: "商单视频看后搜率",
     readValue: (record: MarketRecord) =>
       record.rates?.singleVideoAfterSearchRate
         ? normalizeRateDisplay(record.rates.singleVideoAfterSearchRate)
diff --git a/src/content/market/dom-sync.ts b/src/content/market/dom-sync.ts
index 6e0f176..b6ced14 100644
--- a/src/content/market/dom-sync.ts
+++ b/src/content/market/dom-sync.ts
@@ -298,7 +298,7 @@ function syncSyntheticMarketTable(root: ParentNode): MarketTableDom | null {
 
   const selectionHeader = ensureSyntheticHeaderCell(header, SELECTION_COLUMN_KEY, "");
   const headerSelectionCheckbox = ensureSelectionHeaderControl(selectionHeader);
-  ensureSyntheticHeaderCell(header, SINGLE_COLUMN_KEY, "单视频看后搜率");
+  ensureSyntheticHeaderCell(header, SINGLE_COLUMN_KEY, "商单视频看后搜率");
   ensureSyntheticHeaderCell(header, PERSONAL_COLUMN_KEY, "个人视频看后搜率");
   BACKEND_METRIC_COLUMNS.forEach(({ field, label }) => {
     ensureSyntheticHeaderCell(header, field, label);
@@ -532,7 +532,7 @@ function syncDivGridRoot(root: HTMLElement): MarketTableDom | null {
     pluginHeaderSection,
     headerTemplateCell,
     SINGLE_COLUMN_KEY,
-    "单视频看后搜率"
+    "商单视频看后搜率"
   );
   ensureDivHeaderCell(
     pluginHeaderSection,
@@ -1428,7 +1428,7 @@ function shouldExportColumn(label: string): boolean {
       label !== ACTION_HEADER_TEXT &&
       label !== BACKEND_HEADER_TEXT &&
       !excludedBackendLabels.has(label) &&
-      label !== "单视频看后搜率" &&
+      label !== "商单视频看后搜率" &&
       label !== "个人视频看后搜率"
   );
 }
diff --git a/src/content/market/plugin-toolbar.ts b/src/content/market/plugin-toolbar.ts
index 97c9e18..f93dafd 100644
--- a/src/content/market/plugin-toolbar.ts
+++ b/src/content/market/plugin-toolbar.ts
@@ -79,27 +79,35 @@ export function ensurePluginToolbar(
   const exportButton = document.createElement("button");
   exportButton.type = "button";
   exportButton.dataset.pluginExport = "button";
-  exportButton.textContent = "导出CSV";
+  exportButton.textContent = "导出列表CSV";
+  exportButton.title = "导出当前达人列表中的基础字段和秒思指标";
 
   const audienceProfileExportButton = document.createElement("button");
   audienceProfileExportButton.type = "button";
   audienceProfileExportButton.dataset.pluginExportAudienceProfile = "button";
-  audienceProfileExportButton.textContent = "导出画像CSV";
+  audienceProfileExportButton.textContent = "导出选中达人画像";
+  audienceProfileExportButton.title =
+    "仅导出已勾选达人，包含画像、内容数据、效果预估等字段";
 
   const audienceProfileByIdExportButton = document.createElement("button");
   audienceProfileByIdExportButton.type = "button";
   audienceProfileByIdExportButton.dataset.pluginExportAudienceProfileById = "button";
-  audienceProfileByIdExportButton.textContent = "按ID导出画像CSV";
+  audienceProfileByIdExportButton.textContent = "按星图ID导出画像";
+  audienceProfileByIdExportButton.title =
+    "粘贴达人星图ID后批量导出画像数据，不依赖当前列表勾选";
 
   const audienceProfileFieldButton = document.createElement("button");
   audienceProfileFieldButton.type = "button";
   audienceProfileFieldButton.dataset.pluginAudienceProfileFields = "button";
-  audienceProfileFieldButton.textContent = "画像字段";
+  audienceProfileFieldButton.textContent = "选择画像字段";
+  audienceProfileFieldButton.title =
+    "勾选本次画像CSV需要导出的字段，设置会自动保存";
 
   const batchSubmitButton = document.createElement("button");
   batchSubmitButton.type = "button";
   batchSubmitButton.dataset.pluginBatchSubmit = "button";
   batchSubmitButton.textContent = "提交批次";
+  batchSubmitButton.title = "将当前选中的达人提交到后续业务批次";
 
   const exportStatusText = document.createElement("span");
   exportStatusText.dataset.pluginExportStatus = "text";
diff --git a/tests/csv-exporter.test.ts b/tests/csv-exporter.test.ts
index d9c1fb2..e2ee017 100644
--- a/tests/csv-exporter.test.ts
+++ b/tests/csv-exporter.test.ts
@@ -14,7 +14,7 @@ describe("csv-exporter", () => {
         "达人名称",
         "地区",
         "21-60s报价",
-        "单视频看后搜率",
+        "商单视频看后搜率",
         "个人视频看后搜率",
         "秒思api-看后搜率",
         "秒思api-看后搜数",
@@ -59,7 +59,7 @@ describe("csv-exporter", () => {
         "达人信息",
         "粉丝数",
         "21-60s报价",
-        "单视频看后搜率",
+        "商单视频看后搜率",
         "个人视频看后搜率",
         "秒思api-看后搜率",
         "秒思api-看后搜数",
@@ -94,7 +94,7 @@ describe("csv-exporter", () => {
       [
         "达人信息",
         "粉丝数",
-        "单视频看后搜率",
+        "商单视频看后搜率",
         "个人视频看后搜率",
         "秒思api-看后搜率",
         "秒思api-看后搜数",
diff --git a/tests/market-content-entry.test.ts b/tests/market-content-entry.test.ts
index 4750a1a..91bf605 100644
--- a/tests/market-content-entry.test.ts
+++ b/tests/market-content-entry.test.ts
@@ -347,6 +347,24 @@ describe("market-content-entry", () => {
     const audienceProfileByIdExportButton = document.querySelector(
       '[data-plugin-export-audience-profile-by-id="button"]'
     ) as HTMLButtonElement | null;
+    const audienceProfileFieldButton = document.querySelector(
+      '[data-plugin-audience-profile-fields="button"]'
+    ) as HTMLButtonElement | null;
+    expect(exportButton?.textContent).toBe("导出列表CSV");
+    expect(exportButton?.title).toBe("导出当前达人列表中的基础字段和秒思指标");
+    expect(audienceProfileExportButton?.textContent).toBe("导出选中达人画像");
+    expect(audienceProfileExportButton?.title).toBe(
+      "仅导出已勾选达人，包含画像、内容数据、效果预估等字段"
+    );
+    expect(audienceProfileByIdExportButton?.textContent).toBe("按星图ID导出画像");
+    expect(audienceProfileByIdExportButton?.title).toBe(
+      "粘贴达人星图ID后批量导出画像数据，不依赖当前列表勾选"
+    );
+    expect(audienceProfileFieldButton?.textContent).toBe("选择画像字段");
+    expect(audienceProfileFieldButton?.title).toBe(
+      "勾选本次画像CSV需要导出的字段，设置会自动保存"
+    );
+    expect(batchSubmitButton?.title).toBe("将当前选中的达人提交到后续业务批次");
     expect(exportButton?.style.backgroundColor).toBe("rgb(127, 29, 45)");
     expect(batchSubmitButton?.style.backgroundColor).toBe("rgb(127, 29, 45)");
     expect(audienceProfileExportButton?.style.backgroundColor).toBe("rgb(127, 29, 45)");
diff --git a/tests/market-dom-sync.test.ts b/tests/market-dom-sync.test.ts
index 5e804ec..0db3c55 100644
--- a/tests/market-dom-sync.test.ts
+++ b/tests/market-dom-sync.test.ts
@@ -181,7 +181,7 @@ describe("market-dom-sync", () => {
     expect(readSelectionHeaderText()).toBe("全选");
     expect(readSelectionRowCheckboxCount()).toBe(2);
     expect(readPluginHeaderTexts()).toEqual([
-      "单视频看后搜率",
+      "商单视频看后搜率",
       "个人视频看后搜率",
       "看后搜率",
       "看后搜数",