Title: EdgeShaping Lite
Author: mareinterno
Published: <strong>2026 年 6 月 18 日</strong>
Last modified: 2026 年 7 月 3 日

---

搜尋外掛

![](https://ps.w.org/edgeshaping-lite/assets/icon-256x256.png?rev=3577242)

# EdgeShaping Lite

 由 [mareinterno](https://profiles.wordpress.org/mareinterno/) 開發

[下載](https://downloads.wordpress.org/plugin/edgeshaping-lite.1.4.2.zip)

 * [詳細資料](https://tw.wordpress.org/plugins/edgeshaping-lite/#description)
 * [使用者評論](https://tw.wordpress.org/plugins/edgeshaping-lite/#reviews)
 *  [安裝方式](https://tw.wordpress.org/plugins/edgeshaping-lite/#installation)
 * [開發資訊](https://tw.wordpress.org/plugins/edgeshaping-lite/#developers)

 [技術支援](https://wordpress.org/support/plugin/edgeshaping-lite/)

## 外掛說明

**EdgeShaping Lite** is a WordPress implementation of the EdgeShaping AI bot observation
framework developed by [mare interno](https://mareinterno.com).

This plugin answers one question:

> **Which AI bots are reading which pages of your site, and when?**

#### What it does

 * Detects AI bot visits using a dictionary of known AI crawlers
 * Records bot name, visited URL, and timestamp
 * Dashboard with bot visit frequency ranking and most AI-visited pages
 * Full access log with date filter and CSV export
 * AHQG Matrix — visualizes AI bot visits vs. human search clicks (requires Google
   Search Console integration)

#### What it does NOT do

 * It does not block AI bots
 * It does not modify your content
 * It does not send data externally — all data stays in your WordPress database

#### Note on CDN environments

This plugin observes AI bot traffic at the PHP layer. In environments with a CDN(
e.g. Cloudflare, CloudFront), cached requests may not reach PHP and will not be 
recorded. For full CDN-layer observation, see [mare interno](https://mareinterno.com).

#### EdgeShaping Framework

EdgeShaping is a framework for observing AI bot behavior to understand how AI systems
read and interpret your content. For more information, visit [mareinterno.com](https://mareinterno.com).

### External Services

This plugin connects to the following external services:

#### Google Search Console API

This plugin optionally connects to the Google Search Console API to retrieve human
search click data for use in the AHQG Matrix feature.

 * What it is used for: Retrieving search analytics data (clicks per page) to compare
   with AI bot traffic.
 * What data is sent: The plugin sends OAuth 2.0 authentication requests and search
   analytics queries to Google’s API. No personal user data from your site visitors
   is transmitted.
 * When it is used: Only when the administrator manually connects their Google Search
   Console account via the plugin settings screen.
 * Service provider: Google LLC
 * Terms of Service: https://developers.google.com/terms
 * Privacy Policy: https://policies.google.com/privacy

## 螢幕擷圖

[⌊Dashboard showing AI bot visit frequency ranking⌉⌊Dashboard showing AI bot visit
frequency ranking⌉[

Dashboard showing AI bot visit frequency ranking

[⌊Access log with date filter and CSV export⌉⌊Access log with date filter and CSV
export⌉[

Access log with date filter and CSV export

[⌊AHQG Matrix — AI bot visits vs. human search clicks⌉⌊AHQG Matrix — AI bot visits
vs. human search clicks⌉[

AHQG Matrix — AI bot visits vs. human search clicks

[⌊Settings screen — Google Search Console connection⌉⌊Settings screen — Google Search
Console connection⌉[

Settings screen — Google Search Console connection

## 安裝方式

 1. Upload the plugin files to `/wp-content/plugins/edgeshaping-lite/` or install via
    the WordPress plugin screen
 2. Activate the plugin through the Plugins menu in WordPress
 3. Navigate to **EdgeShaping Lite** in the admin menu to view your dashboard

Data collection begins immediately after activation.

## 常見問題集

### Does this plugin slow down my site?

The plugin adds a lightweight database write on each request matched to an AI bot.
Non-bot traffic is not logged and has zero performance impact.

### How often is the bot dictionary updated?

The dictionary is updated via plugin updates.

### Can I export the data?

Yes. CSV export is available from the access log screen with date filter applied.

### What about GDPR?

The plugin records only bot traffic (non-human). No personal data is collected.

### What is the AHQG Matrix?

AHQG Matrix is a framework that classifies pages into four quadrants based on AI
bot visits and human search clicks. Requires Google Search Console integration.

## 使用者評論

這個外掛目前沒有任何使用者評論。

## 參與者及開發者

以下人員參與了開源軟體〈EdgeShaping Lite〉的開發相關工作。

參與者

 *   [ mareinterno ](https://profiles.wordpress.org/mareinterno/)

〈EdgeShaping Lite〉外掛目前已有 1 個本地化語言版本。 感謝[全部譯者](https://translate.wordpress.org/projects/wp-plugins/edgeshaping-lite/contributors)
為這個外掛做出的貢獻。

[將〈EdgeShaping Lite〉外掛本地化為台灣繁體中文版](https://translate.wordpress.org/projects/wp-plugins/edgeshaping-lite)

### 對開發相關資訊感興趣？

任何人均可[瀏覽程式碼](https://plugins.trac.wordpress.org/browser/edgeshaping-lite/)、
查看 [SVN 存放庫](https://plugins.svn.wordpress.org/edgeshaping-lite/)，或透過 [RSS](https://plugins.trac.wordpress.org/log/edgeshaping-lite/?limit=100&mode=stop_on_copy&format=rss)
訂閱[開發記錄](https://plugins.trac.wordpress.org/log/edgeshaping-lite/)。

## 變更記錄

#### 1.4.1

 * Fixed: full-page cache compatibility (WP Rocket, W3 Total Cache, WP Super Cache,
   LiteSpeed) — AI-crawler hits are now recorded reliably.
 * Changed: previously-excluded noise paths (robots.txt, sitemap, etc.) are now 
   kept in the access log instead of being discarded.

#### 1.3.5

 * Fixed: uninstalling this plugin while the paid edition is active no longer deletes
   shared observation data

#### 1.3.4

 * Bug fixes (i18n: missing translators comments, escaping, placeholder ordering)

#### 1.3.3

 * Bug fixes (internationalization: hardcoded strings wrapped in translation functions)

#### 1.3.2

 * Bug fixes (upsell links for paid edition, plugin URL correction)

#### 1.3.1

 * Bug fixes (plugin installation path correction, broken documentation link fix)

#### 1.3.0

 * Added Inferred Path detection (AI-visited URLs not in sitemap)
 * Added Dark Pages detection (sitemap URLs with no AI or human traffic)
 * Added sitemap fetching via robots.txt directive
 * Added /category/, /tag/, /author/ to default exclude paths

#### 1.2.0

 * Added AHQG Matrix with Google Search Console integration
 * Added date filter (7 days, 30 days, this month, last month, custom)
 * Added CSV export
 * Added settings screen for GSC OAuth connection
 * Added automatic data cleanup (retention period and row limit)
 * Updated bot dictionary to 2026.05 version
 * Added path exclusion filter (robots.txt, sitemap, wp-, feed)

#### 1.1.0

 * Added data retention settings (120 days default)
 * Added rolling row limit (10,000 rows default)
 * Added date filter to dashboard and log

#### 1.0.0

 * Initial release

## 中繼資料

 *  版本 **1.4.2**
 *  最後更新 **3 天前**
 *  啟用安裝數 **20+**
 *  WordPress 版本需求 ** 6.0 或更新版本 **
 *  已測試相容的 WordPress 版本 **7.0**
 *  PHP 版本需求 ** 8.0 或更新版本 **
 *  語言
 * [English (US)](https://wordpress.org/plugins/edgeshaping-lite/) 及 [Japanese](https://ja.wordpress.org/plugins/edgeshaping-lite/).
 *  [將這個外掛本地化為你的母語版本](https://translate.wordpress.org/projects/wp-plugins/edgeshaping-lite)
 * 標籤:
 * [AI](https://tw.wordpress.org/plugins/tags/ai/)[bot](https://tw.wordpress.org/plugins/tags/bot/)
   [crawler](https://tw.wordpress.org/plugins/tags/crawler/)
 *  [進階檢視](https://tw.wordpress.org/plugins/edgeshaping-lite/advanced/)

## 評分

這個項目尚無任何評論記錄。

[Your review](https://wordpress.org/support/plugin/edgeshaping-lite/reviews/#new-post)

[查看全部使用者評論](https://wordpress.org/support/plugin/edgeshaping-lite/reviews/)

## 參與者

 *   [ mareinterno ](https://profiles.wordpress.org/mareinterno/)

## 技術支援

使用者可在技術支援論壇提出意見反應或使用問題。

 [檢視技術支援論壇](https://wordpress.org/support/plugin/edgeshaping-lite/)