KOZ SEO Core

KOZ SEO Core combines technical SEO with an administrator-controlled OpenAI Vision workflow for image accessibility.

OpenAI Vision can analyze the actual image and automatically draft useful ALT descriptions. The administrator sees the real image thumbnail, current ALT, AI candidate, confidence and reason, can edit the suggestion, re-analyze or skip the image, and explicitly approve the final ALT before it is saved.

AI-generated ALT candidates are never written automatically during analysis. Existing ALT values are preserved unless replacement is deliberately enabled.

Technical SEO features include:

• SEO titles and meta descriptions.
• Canonical URLs and robots directives.
• Open Graph and Twitter metadata.
• JSON-LD schema.
• Hreflang support.
• WordPress sitemap controls.
• /llms.txt and /.well-known/koz-ai-manifest.json for AI discovery.
• Read-only inventory of other SEO plugins.
• Browser-rendered accessibility audit.

OpenAI Vision image ALT

• Analyzes the actual image instead of guessing from filenames or URLs.
• Automatically drafts accessibility-focused ALT descriptions.
• Supports administrator-controlled batches for large media libraries.
• Shows the real thumbnail, current ALT, editable AI candidate, confidence and reason.
• Supports approve/apply, skip and individual re-analysis.
• Preserves existing ALT by default.
• Uses the WordPress AI Client and the OpenAI provider configured by the administrator.
• KOZ SEO Core does not store the OpenAI API key.

Part of the KOZ Suite

KOZ SEO Core is one focused module of the broader KOZ Suite, a family of WordPress plugins that share a common KOZ administration experience and visual identity. Each plugin remains independent, so site owners can install only the modules they need or combine several modules as one toolkit.

Current public KOZ plugins:

• KOZ SEO Core — technical SEO, schema, sitemaps, AI discovery and OpenAI Vision image ALT.
• KOZ Copy Actions — accessible copy-to-clipboard actions for WordPress content.
• KOZ URL-Only Comment Spam — privacy-first local moderation for URL-only comment spam.

Additional KOZ Suite modules are used in production and may be published separately as they are prepared for public distribution.

Privacy and control

AI Vision runs only when an administrator explicitly starts analysis. The selected image and a short task prompt may be sent through the configured OpenAI connector. The rest of KOZ SEO Core works without OpenAI.