# How This Site Uses WordPress AI

- Link: https://nginx.main.test-wordpress-with-ai.ch4.amazee.io/how-this-site-uses-wordpress-ai/
- Published: 2026-07-17T04:34:54+00:00
- Author: admin

A WordPress site demonstrates AI-powered editorial features by routing requests 
through privately hosted models via the amazee.ai connector. Live examples include
excerpt generation for recipes, content classification with confidence scores, summarization
of long-form guides, SEO meta description writing, and alternative headline suggestions.

The implementation also includes comment reply drafting, toxicity and sentiment 
analysis for moderation, editorial notes for accessibility and readability, content
resizing, inline autocomplete, and alt text generation for images. All requests 
are logged and encrypted, with explicit admin approval required for connector access.
Image generation remains inactive as the current endpoint supports chat models only.

Every example below was generated live by the WordPress AI plugin, routed through
the [amazee.ai](https://amazee.ai) connector to privately hosted models. Nothing
here is mocked: the outputs were produced against the real posts on this site, and
several were applied directly to the content you can browse.

## Features we ran on this site

### Excerpt Generation

Reads a post and writes a concise excerpt. We ran it on [the Rösti recipe](https://nginx.main.test-wordpress-with-ai.ch4.amazee.io/rosti-with-alpine-cheese-the-only-recipe-you-need/)
and saved the result as the post’s real excerpt:

> Learn the definitive Alpine rösti recipe, par-boiled potatoes combined with melted
> Gruyère or Appenzeller cheese and butter, creating a crispy exterior with a molten
> heart. This Swiss farmhouse classic, perfected above Appenzell, delivers shatteringly
> crisp edges and tender warmth within.

### Content Classification

Suggests tags or categories with confidence scores. We ran it on [the Zürich guide](https://nginx.main.test-wordpress-with-ai.ch4.amazee.io/48-hours-in-zurich-a-locals-weekend-guide/)
and applied the confident suggestions as real tags: **Zürich, Switzerland, Weekend
Travel, City Guide, Lake Swimming**.

### Content Summarization

Condenses long-form content into a digestible overview. The Zürich guide became:

> Zürich is often dismissed as merely a financial center with expensive shops, but
> a weekend visit reveals a city with lake swimming, converted industrial galleries,
> and quality coffee. A two-day itinerary includes climbing Grossmünster for panoramic
> views, wandering the old town’s cobbled streets, and swimming in the Limmat river
> or using sauna boats seasonally.
> The former industrial district of Zürich West
> showcases the city’s creative transformation, with galleries, wine bars, and markets
> housed in repurposed railway arches and brewery buildings. Despite high costs,
> the ZürichCARD offers affordable public transport and museum access, while tap
> water from public fountains provides a budget-friendly alternative to café purchases.

### Meta Description Generation

Writes SEO meta descriptions and integrates with common SEO plugins. For this site’s
homepage it produced:

> Discover stories on travel, technology, and food crafted by humans and refined
> with private AI. Explore curated guides, recipes, and insights.

### Title Generation

Proposes alternative headlines. For the Rösti recipe it suggested “The Only Rösti
Recipe You’ll Ever Need” — we kept the human title, but the suggestion is one click
away in the editor.

### Suggest Reply

Drafts comment replies in a chosen tone. A reader asked how far ahead the potatoes
can be boiled; the AI drafted the friendly reply now published [under the recipe](https://nginx.main.test-wordpress-with-ai.ch4.amazee.io/rosti-with-alpine-cheese-the-only-recipe-you-need/#comments):

> Glad the flip technique worked out for you, Julia! You can definitely boil the
> potatoes up to two days ahead — just store them in the fridge in a covered container,
> and they’ll actually be easier to grate when they’re cold. Give them a quick pat
> dry before you start shredding though, so you get that beautiful crispy exterior
> when they hit the pan.

### Comment Analysis (Moderation)

Scores comments for toxicity and sentiment so hostile or spammy submissions never
reach the site unreviewed. Our seeded “delete your blog” comment scored: toxicity
score 0.75, sentiment “negative”.

## Also available on this site

 * **Editorial Notes & Updates** — block-by-block review notes (accessibility, readability,
   grammar, SEO) in the editor, with one-click application.
 * **Content Resizing** — shorten, expand, or rephrase any selected block.
 * **Type-ahead** — inline autocomplete while writing.
 * **Alt Text Generation** — describes uploaded images using the vision-capable 
   models on the amazee.ai endpoint.
 * **Abilities Explorer** — browse and run every registered AI ability from a dedicated
   admin screen.
 * **AI Request Logging** — every request above is visible in the log, addressed
   to the private amazee.ai endpoint.
 * **Connector Approvals & Key Encryption** — plugins need explicit admin approval
   to use the connector, and the API credential is encrypted at rest.

One honest limitation: Image Generation is installed but inactive for this connector,
because the amazee.ai endpoint currently serves chat models only. Everything else
runs on secure private AI — the models, the prompts, and your content never leave
infrastructure chosen on purpose.