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Polymetric AI Search Optimizer: GEO & AEO Content Optimization

开发者 polymetric
更新时间 2026年6月4日 20:10
PHP版本: 8.0 及以上
WordPress版本: 7.0
版权: GPLv2 or later
版权网址: 版权信息

标签

gutenberg ai seo generative engine optimization answer engine optimization ai overviews

下载

1.0.0 1.0.1

详情介绍:

Your best article is already written. It just isn't structured the way AI search engines want to read it. ChatGPT, Perplexity, Google AI Overviews, Gemini, and Claude don't return ten blue links. They read a page, lift the answer, and cite a source. If your content buries the answer three paragraphs down, or wanders before it gets to the point, it gets skipped - no matter how good it is or how well it ranks on Google. Polymetric AI Search Optimizer fixes that without making you start over. It adds a panel to the WordPress block editor that restructures the post you're editing for Generative Engine Optimization (GEO) and Answer Engine Optimization (AEO), so the engines can find the answer, understand it, and quote you. It takes your actual words and reorganizes them - clear structure, key-takeaway summaries, featured-snippet answer blocks, the formats AI systems pull from - while preserving your voice, your specifics, and every single link including affiliate and UTM parameters. You bring your own Anthropic or OpenAI API key - a typical 1,500-word rewrite costs roughly 2 to 8 cents. No markup, no middleman: your content goes straight to the provider you choose, and your key is stored encrypted on your own site. How it works
  1. Open any post in the WordPress editor.
  2. Open the Polymetric AI Search Optimizer sidebar and pick a preset, or choose individual tactics.
  3. Click Rewrite. The plugin sends your content to your chosen AI model and gets back an optimized version.
  4. Review the full rewrite in the preview pane. Apply it, or discard it. Nothing changes until you say so, and your previous version is saved as a WordPress revision.
No content is published automatically. Ever. You are always the editor. What makes it different What it does NOT do The optimization tactics Pick a preset or toggle these tactics individually: Presets Not sure where to start? Pick a preset: Built to fit your existing stack Free and Pro The free plugin does the core job, on your own Anthropic or OpenAI key: Pro (sold separately at polymetriclabs.com, coming soon) adds the tactics that rewrite your words for citation, plus the controls to aim them: A hosted plan is also planned: managed API access (no key of your own needed) and auto-optimization on publish. For full details and documentation, visit polymetriclabs.com/ai-search-optimizer. Source code The editor sidebar's minified bundle in assets/sidebar/build/ is compiled with @wordpress/scripts from the human-readable React and SCSS source in assets/sidebar/src/, which is included in this package. To rebuild it, run npm install then npm run build from the plugin directory. Third-Party Services To rewrite a post, this plugin sends its content to an external AI provider. This happens only when you click Rewrite - never in the background, on page load, or on a schedule. Content goes directly from your site to the provider you select in Settings, using your own API key, and is not routed through any intermediary server. Anthropic (Claude) Post content is sent to the Anthropic Messages API (api.anthropic.com) for rewriting. OpenAI (GPT) Post content is sent to the OpenAI Chat Completions API (api.openai.com) for rewriting. Your API key is stored encrypted in your WordPress database using AES-256-GCM and is sent only to the provider you selected.

安装:

  1. In your WordPress admin, go to Plugins > Add New and search for "Polymetric AI Search Optimizer". Click Install, then Activate. (Or upload the plugin zip via Plugins > Add New > Upload Plugin.)
  2. Go to Settings > Polymetric AI Search Optimizer.
  3. Choose your AI provider (Anthropic or OpenAI) and paste in your API key. The key is encrypted before it's stored.
  4. Open any post in the editor. The Polymetric AI Search Optimizer panel appears in the right sidebar. Pick a preset and click Rewrite.
You'll need an API key from Anthropic (console.anthropic.com) or OpenAI (platform.openai.com). You pay them directly for usage; this plugin adds no markup.

屏幕截图:

  • The rewrite preview - check the optimized version, copy the HTML, or apply it straight to the post.
  • Advanced options - protect exact keywords and pick individual tactics.
  • Settings - choose your AI provider and store your API key.

升级注意事项:

1.0.0 First stable release.

常见问题:

What is generative engine optimization (GEO)?

GEO is the practice of structuring content so AI-powered search engines - ChatGPT, Perplexity, Google AI Overviews, Gemini, Claude - can read it, understand it, and cite it in their generated answers. It's the AI-era counterpart to traditional SEO.

What is answer engine optimization (AEO)?

AEO is the practice of formatting content so answer engines return it directly - as a featured snippet, a voice answer, or a cited line in an AI Overview. In practice that means concise answer blocks, clear structure, and machine-readable markup. This plugin supports it directly: it adds featured-snippet answer blocks, HowTo schema for procedural content, and the scannable structure answer engines lift cleanly.

How do I get my content cited by ChatGPT and Perplexity?

Lead with the answer, structure clearly, and make the content easy to extract. AI systems favor pages that state a self-contained answer near the top, use clean heading hierarchy, and break information into scannable blocks and tables. This plugin applies these patterns to posts you already have.

Does this help with Google AI Overviews?

Yes. The same structural signals that help you get cited by chatbots help you appear in Google AI Overviews: clear answer blocks, proper headings, HowTo schema, and concise summary sections. The plugin's tactics target exactly these.

Do I need an API key?

Yes. Get a key from Anthropic (Claude) or OpenAI (GPT) and paste it into Settings. The key is stored encrypted on your site. A hosted version that includes API access - no key of your own required - is on the way.

How much do the API calls cost?

A typical rewrite of a 1,500-word post costs roughly $0.02-0.05 with Anthropic or $0.03-0.08 with OpenAI. You pay the provider directly.

What AI models does it use?

It uses current high-quality models from Anthropic (Claude) and OpenAI (GPT) for rewrites. You pick the provider in Settings.

Will it change my writing voice?

No, that's the point. The optimizer is instructed to match your existing tone, vocabulary, and rhythm. The Quick polish preset sticks to structure - it tightens and reorganizes but won't reword your sentences into different language.

Will it overwrite my post?

Only when you click "Apply to post" in the preview modal. The previous content is preserved as a WordPress revision (Editor > Revisions), so you can roll back any time. You can also enable "Skip preview" in Settings to apply directly.

What happens to affiliate links and tracking parameters?

They pass through verbatim. Preserving every link, including utm_*, ref, and affiliate IDs, is a hard rule in the optimization prompt. Links come back exactly as they went in.

Does it work with Yoast or RankMath?

Yes. It reads focus keywords from Yoast SEO and RankMath and loads them as protected phrases automatically, so your exact target terms survive the rewrite verbatim.

Can it break my page-builder layouts?

The plugin detects common page builders (Elementor, Divi, Beaver Builder, Bricks, Oxygen, WPBakery, Brizy, and more) and warns you before optimizing content built with them. It's designed for the WordPress block and classic editors.

Does it work on long posts?

Yes. Long posts are split into sections at heading boundaries and optimized piece by piece, then stitched back together, so even a few-thousand-word guide processes without timing out.

更新日志:

1.0.1 1.0.0