Title: Sentient AI — WordPress SEO Domination: AI-Powered GEO, AEO, Schema & Semantic Search
Author: Maidul
Published: <strong>2026.02.16.</strong>
Last modified: 2026.08.05.

---

Bővítmények keresése

![](https://ps.w.org/sentient-ai/assets/banner-772x250.png?rev=3613766)

![](https://ps.w.org/sentient-ai/assets/icon-256x256.png?rev=3611356)

# Sentient AI — WordPress SEO Domination: AI-Powered GEO, AEO, Schema & Semantic Search

 Szerző: [Maidul](https://profiles.wordpress.org/maidulcu/)

[Letöltés](https://downloads.wordpress.org/plugin/sentient-ai.2.30.0.zip)

 * [Részletek](https://hu.wordpress.org/plugins/sentient-ai/#description)
 * [Vélemények](https://hu.wordpress.org/plugins/sentient-ai/#reviews)
 *  [Telepítés](https://hu.wordpress.org/plugins/sentient-ai/#installation)
 * [Fejlesztés](https://hu.wordpress.org/plugins/sentient-ai/#developers)

 [Támogatás](https://wordpress.org/support/plugin/sentient-ai/)

## Leírás

Sentient AI is a comprehensive WordPress SEO plugin that combines AI-powered content
optimization with generative engine optimization (GEO), answer engine optimization(
AEO), and semantic search. Dominate search results across traditional search engines
and AI-powered answer engines like Google SGE, Perplexity, and ChatGPT Search.

#### Core Capabilities

 * **Schema Markup Generator** — AI-powered JSON-LD schema generation for 16+ types(
   Article, FAQ, HowTo, Product, LocalBusiness, Event, Organization, Person, VideoObject,
   BreadcrumbList, and more). Three modes: AI (uses your API), Auto (rule-based,
   no API needed), and Manual (edit JSON-LD directly).
 * **GEO Scanner** — Analyze content for Generative Engine Optimization. Score each
   post/page across 10 factors that determine how AI search engines evaluate your
   content. One-click fixes for schema markup, FAQ sections, and content structure.
 * **AEO Optimization** — Content formatted for featured snippets, AI assistants,
   and voice search. Product comparisons and search results optimized for answer
   engine extraction.
 * **Semantic Vector Search** — Two-tier architecture: Local MySQL engine for shared
   hosting (no custom PHP extensions needed) and cloud engines (Pinecone, Supabase)
   for scale. Finds content by meaning, not just keywords.
 * **AI-Powered Content Intelligence** — Multiple AI providers (OpenAI, Claude, 
   Gemini, OpenRouter, Hugging Face) with automatic failover, token tracking, and
   cost monitoring. AI reads and understands your content for better SEO recommendations.
 * **Empathy Engine** — Real-time emotion detection adapts the AI’s response tone.
   Automatically escalates frustrated users to human support.
 * **Glass Box Transparency** — Every AI response shows a confidence score (0-100%)
   with source attribution. Admins can review low-confidence queries and improve
   their FAQ database.

#### Designed for Every Hosting Environment

 * **Shared hosting (Bluehost, SiteGround, GoDaddy, HostGator)** — Local MySQL vector
   engine works without SSH access or custom PHP extensions
 * **Cloud / VPS** — Pinecone or Supabase for high-scale vector search
 * **Privacy-first mode** — Local Brain + Privacy Mode = zero external API calls

#### Why Choose Sentient AI?

Unlike basic SEO plugins, Sentient AI offers:
 – AI-powered schema markup generation(
16+ types with validation) – GEO scoring that shows exactly how AI search engines
see your content – AEO optimization for featured snippets and voice search – Semantic
search that understands meaning, not just keywords – Content-aware chatbot that 
answers questions and drives engagement – Full site management through chat commands(
Autopilot) – External AI agent integration via MCP (standard protocol) – Emotion-
aware responses with automatic escalation – Transparent confidence scoring and source
attribution – Privacy-first local processing with zero API costs – Multi-provider
flexibility — use OpenAI, Claude, Gemini, or others

### External Services

This plugin connects to external AI service providers to generate intelligent chatbot
responses. You must configure API credentials for your chosen provider. **Local 
Brain mode sends no data to external services.**

### OpenAI

 * **Service Purpose**: Provides AI-powered responses through OpenAI’s GPT models
   and Assistants API
 * **Data Sent**: User queries, conversation history, and your configured assistant
   context
 * **When Data is Sent**: When a user submits a question that doesn’t match an existing
   FAQ
 * **API Endpoints Used**: https://api.openai.com/v1/chat/completions, https://api.
   openai.com/v1/threads, https://api.openai.com/v1/assistants
 * **Terms of Service**: https://openai.com/terms
 * **Privacy Policy**: https://openai.com/privacy

### Claude (Anthropic)

 * **Service Purpose**: Provides AI-powered responses using Anthropic’s Claude models
 * **Data Sent**: User queries and conversation history
 * **When Data is Sent**: When a user submits a question that doesn’t match an existing
   FAQ
 * **API Endpoints Used**: https://api.anthropic.com/v1/messages
 * **Terms of Service**: https://www.anthropic.com/legal/consumer-terms
 * **Privacy Policy**: https://www.anthropic.com/legal/privacy

### Google Gemini

 * **Service Purpose**: Provides AI-powered responses using Google’s Gemini models
 * **Data Sent**: User queries and conversation history
 * **When Data is Sent**: When a user submits a question that doesn’t match an existing
   FAQ
 * **API Endpoints Used**: https://generativelanguage.googleapis.com/v1beta/models/{
   model}:generateContent
 * **Terms of Service**: https://policies.google.com/terms
 * **Privacy Policy**: https://policies.google.com/privacy

### OpenRouter

 * **Service Purpose**: Provides access to multiple AI models through a unified 
   API
 * **Data Sent**: User queries, conversation history, and FAQ context
 * **When Data is Sent**: When a user submits a question that doesn’t match an existing
   FAQ
 * **API Endpoints Used**: https://openrouter.ai/api/v1/chat/completions
 * **Terms of Service**: https://openrouter.ai/terms
 * **Privacy Policy**: https://openrouter.ai/privacy

### Hugging Face

 * **Service Purpose**: Provides access to open-source AI models
 * **Data Sent**: User queries and conversation history
 * **When Data is Sent**: When a user submits a question that doesn’t match an existing
   FAQ
 * **API Endpoints Used**: https://api-inference.huggingface.co/models/{model}
 * **Terms of Service**: https://huggingface.co/terms-of-service
 * **Privacy Policy**: https://huggingface.co/privacy

## Képernyőmentések

[⌊Settings page — Provider configuration, API keys, widget settings, and feature
toggles⌉⌊Settings page — Provider configuration, API keys, widget settings, and 
feature toggles⌉[

Settings page — Provider configuration, API keys, widget settings, and feature toggles

[⌊Query Logs — Searchable conversation history with response types and FAQ linking⌉⌊
Query Logs — Searchable conversation history with response types and FAQ linking⌉[

Query Logs — Searchable conversation history with response types and FAQ linking

[⌊Conversations — Session-based conversation viewer with message threading⌉⌊Conversations—
Session-based conversation viewer with message threading⌉[

Conversations — Session-based conversation viewer with message threading

[⌊Low Confidence Queries — AI answers below threshold with create-FAQ actions⌉⌊Low
Confidence Queries — AI answers below threshold with create-FAQ actions⌉[

Low Confidence Queries — AI answers below threshold with create-FAQ actions

[⌊Sentiment Analytics — Emotion distribution (happy, frustrated, confused) with 
time range filters⌉⌊Sentiment Analytics — Emotion distribution (happy, frustrated,
confused) with time range filters⌉[

Sentiment Analytics — Emotion distribution (happy, frustrated, confused) with time
range filters

[⌊Learning Dashboard — Topic clustering, trending topics, auto-FAQ suggestions, 
and low quality tracking⌉⌊Learning Dashboard — Topic clustering, trending topics,
auto-FAQ suggestions, and low quality tracking⌉[

Learning Dashboard — Topic clustering, trending topics, auto-FAQ suggestions, and
low quality tracking

[⌊WordPress Autopilot — Available commands, activity log, and site management stats⌉⌊
WordPress Autopilot — Available commands, activity log, and site management stats⌉[

WordPress Autopilot — Available commands, activity log, and site management stats

[⌊Sentient Insights — Priority-ranked recommendations with action suggestions⌉⌊Sentient
Insights — Priority-ranked recommendations with action suggestions⌉[

Sentient Insights — Priority-ranked recommendations with action suggestions

[⌊Train Assistant — Content type selection, field configuration, and training data
preview⌉⌊Train Assistant — Content type selection, field configuration, and training
data preview⌉[

Train Assistant — Content type selection, field configuration, and training data
preview

[⌊Import FAQs — CSV upload with format instructions and tips⌉⌊Import FAQs — CSV 
upload with format instructions and tips⌉[

Import FAQs — CSV upload with format instructions and tips

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## Blokkok

This plugin provides 2 blocks.

 *   FAQ Create an FAQ section with questions and answers. Outputs FAQPage schema
   for rich results.
 *   FAQ Item A question and answer pair for the FAQ section.

## Telepítés

 1. Upload the `sentient-ai` folder to `/wp-content/plugins/`
 2. Activate the plugin from the **Plugins** menu
 3. Navigate to **Sentient AI  Settings** to configure
 4. Select your AI provider and enter your API key in the **AI Providers** tab
 5. Enable the chatbot in the **General** tab
 6. Customize appearance and behavior in the **Widget** and **Features** tabs
 7. Place `[sentient_ai_chat]` on any page, or use the floating widget

## GYIK

### Can this work without an API key?

Yes. The browser-based FAQ matcher and Local Brain feature answer common questions
using your FAQ database without any API calls. For AI-generated responses beyond
existing FAQs, an API key from a supported provider is required.

### Which AI providers are supported?

OpenAI (GPT-4o, GPT-4, GPT-3.5), Claude by Anthropic, Google Gemini, OpenRouter (
multi-model access), and Hugging Face. You can switch between providers at any time.

### How does the semantic vector search work?

The Vector Database (v2.8.0) converts your content into mathematical embeddings 
and stores them for similarity search. The Local MySQL engine works on any shared
hosting using standard WordPress tables. For higher scale, Pinecone and Supabase
cloud engines handle millions of vectors with SOC 2/GDPR compliance.

### Which vector engine should I choose?

For shared hosting with under 10,000 posts, the Local MySQL engine works without
any additional setup. For larger sites, Pinecone or Supabase offer free tiers and
enterprise-grade scalability.

### What is the MCP Server?

The MCP Server implements the Model Context Protocol, a standard for connecting 
AI agents to external systems. It allows tools like Claude Desktop, Cursor, or custom
AI agents to interact with your WordPress site — querying the chatbot, searching
FAQs, managing content, and accessing analytics — all authenticated via API key.

### How does the GEO Scanner help my content?

Generative Engine Optimization (GEO) ensures your content is cited by AI-powered
search engines. The scanner analyzes each post across 10 factors — structured data,
FAQ sections, citations, statistics, author expertise, content structure, and more—
providing a score (0-100) with actionable suggestions and one-click fixes.

### Does this work with WooCommerce?

Yes. The chatbot supports product lookup, order status checking, recommendations,
and cart information. WooCommerce data is accessible through chat and is included
in the Autopilot’s site management capabilities.

### Is my data sent to external services?

Only when you explicitly configure an AI provider API key and a user query requires
AI-generated response. FAQ-matched queries, Local Brain responses, and Privacy Mode
interactions never leave your server. The plugin holds no data on its own — you 
control all API keys and provider choices.

### Can I customize the chatbot appearance?

Yes. Six preset themes (Indigo, Ocean, Emerald, Rose, Amber, Slate) plus custom 
color pickers, border radius adjustment, and a live preview in settings. You can
also configure quick replies, canned responses, and a pre-chat form.

### What is WordPress Autopilot?

An administrator-only AI agent that executes WordPress tasks through the chat interface.
Supported commands include creating posts and pages, listing content, checking for
plugin/theme/core updates, finding broken images, clearing cache, and retrieving
site statistics. All actions are logged for review.

## Vélemények

Nincsenek értékelések erről a bővítményről.

## Közreműködők és fejlesztők

“Sentient AI — WordPress SEO Domination: AI-Powered GEO, AEO, Schema & Semantic 
Search” egy nyílt forráskódú szoftver. A bővítményhez a következő személyek járultak
hozzá:

Közreműködők

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

[“Sentient AI — WordPress SEO Domination: AI-Powered GEO, AEO, Schema & Semantic Search” fordítása a saját nyelvünkre.](https://translate.wordpress.org/projects/wp-plugins/sentient-ai)

### Érdekeltek vagyunk a fejlesztésben?

[Browse the code](https://plugins.trac.wordpress.org/browser/sentient-ai/), check
out the [SVN repository](https://plugins.svn.wordpress.org/sentient-ai/), or subscribe
to the [development log](https://plugins.trac.wordpress.org/log/sentient-ai/) by
[RSS](https://plugins.trac.wordpress.org/log/sentient-ai/?limit=100&mode=stop_on_copy&format=rss).

## Változási napló

#### 2.30.0

 * **New: Schema Settings UI** — Added 4 admin controls for schema settings that
   were previously registered but had no UI: Auto-Output Schema, Validate on Save,
   Default Schema Type, AI Schema Provider
 * **New: Default Schema Type select** — Choose which schema type to use by default
   when auto-generating (Article, FAQPage, HowTo, etc.)
 * **New: AI Schema Provider select** — Choose which AI provider to use for AI-mode
   schema generation (OpenAI, Claude, Gemini)
 * **New: Post Type Mapping „Default” option** — Post Type Mapping now includes 
   a „Default (Global Setting)” option that falls through to the global Default 
   Schema Type
 * **Fix: FAQPage fallback** — When FAQPage schema is generated but no FAQ content
   is found in the post, it now falls back to Article instead of generating an empty
   invalid schema
 * **Fix: Schema meta box default type** — Post editor schema dropdown now shows
   the configured Default Schema Type instead of hardcoded „Article”
 * **Fix: Bulk generate schema type** — Bulk generation now uses configured defaults
   instead of hardcoded types

#### 2.29.2

 * **Fix: Auto-clear provider errors on success** — Provider errors are now automatically
   cleared from the Debug log, General tab alert, and AI Providers tab alert when
   a provider successfully responds. Prevents stale error notifications from persisting
   after the issue has been resolved.

#### 2.29.1

 * **Fix: Provider card badge** — Provider card header badge now uses the current
   selected provider instead of stale `last_working_provider` transient. Claude 
   and other providers now correctly show „Active” badge when selected.

#### 2.29.0

 * **New: Provider Debug Log** — Dedicated Debug tab in Settings shows all AI provider
   errors with timestamps, provider names, and error details. Stores last 50 errors
   in wp_options with auto-pruning. Clear All button to reset the log.
 * **New: Provider Error Alerts** — Red error alert appears below the selected AI
   provider on General and AI Providers tabs when errors are detected. Shows the
   latest error message with a direct link to the Debug tab.
 * **New: Provider Status Redesign** — Provider Status badges now show 4 clear states:
   Active (green), Error (red with inline error text), Configured (gray), Inactive/
   No key (muted gray). Removed dependency on stale `last_working_provider` transient.
 * **Fix: OpenAI & Claude error handling** — Both providers now return structured
   error arrays (`['error' => true, 'message' => '...', 'status' => int]`) matching
   Gemini/OpenRouter pattern, ensuring Failover_Handler catches and logs errors 
   correctly.
 * **Fix: Debug details in analytics only** — Provider error details (e.g., HTTP
   429, invalid API key) are appended only to the analytics log database, not sent
   to the frontend chatbot. Chatbot shows a clean user-facing message.
 * **Fix: Double-encoded HTML entities** — Fixed `esc_html__()` in Failover_Handler
   causing `I&#039;m` to display as `I&amp;#039;m` in chatbot responses. Changed
   to `__()` with escaping at render time.
 * **Fix: Analytics Show More button** — Fixed mismatched CSS class selectors (`.
   sentientai-show-more`  `.sai-show-more`) and added analytics page to JS enqueue
   condition so the expand/collapse functionality works.
 * **Fix: Provider errors persisted across saves** — Removed `sentient_ai_provider_errors`
   from Settings API registration to prevent WordPress from resetting the error 
   log to empty on every form save from other tabs.

#### 2.28.0

 * **New: Conversation Export (CSV)** — Export all conversations or a single conversation
   as CSV from the Analytics > Conversations page
 * **New: Conversation Export (PDF)** — Export a single conversation as printable
   HTML (Ctrl+P to save as PDF) with styled chat bubbles and timestamps

#### 2.27.1

 * **New: Schema JSON-LD Copy Action** — Added Copy JSON-LD buttons to the post 
   editor schema meta box and dedicated Schema editor for faster schema testing 
   workflows
 * **New: Google Rich Results Test Link** — Added one-click Rich Results Test links
   for posts with schema markup
 * **Fix: Schema Editor Action Layout** — Schema editor action buttons now wrap 
   cleanly inside the editor card on narrower admin screens

#### 2.27.0

 * **New: Custom AI System Prompt** — Admin-configurable system prompt textarea 
   in Features tab to override the default AI behavior, tone, and response rules.
   Empathy Engine modifiers still apply on top
 * **Fix: Privacy Mode chatbot error** — Removed invalid `typingIndicator` reference
   in privacy mode block that caused `ReferenceError` and prevented chatbot from
   responding
 * **Fix: Corrupted fuse.min.js** — Replaced truncated Fuse.js v7.0.0 (3.9KB) with
   complete minified build (23.8KB) to fix Local Brain fuzzy search

#### 2.26.0

 * **New: Smart Auto-Reply Suggestions** — AI generates 2-3 context-aware follow-
   up question chips after every bot response. Suggestions use sentiment, topic,
   query keywords, and reply content for relevance
 * **New: Context-Aware Suggestion Engine** — `generate_suggested_questions()` method
   in API_Handler uses sentiment-based, topic-based, WooCommerce-aware, and keyword-
   based patterns to produce relevant follow-ups
 * **Update: Chatbot Frontend** — `appendMessage()` now renders clickable suggestion
   chips below bot messages. Clicking a chip populates the input and sends immediately
 * **Update: API Response Format** — All 11 response paths now include `suggested_questions`
   key in JSON payload
 * **Update: Follow-Up Chip Styling** — Chips use filled primary color hover with
   white text and subtle shadow for clear interactivity. Long text wraps at word
   boundaries within 220px max-width

#### 2.25.0

 * **New: Token & Cost Tracking Dashboard** — SVG usage chart with 7/30/90 day period
   selector for daily token consumption and estimated cost
 * **New: Budget Alerts** — Configurable spending limits with visual progress bar
   on dashboard. Set daily/weekly/monthly thresholds
 * **New: Model Breakdown Table** — Per-provider, per-model token/cost/requests 
   breakdown on dashboard
 * **New: Cost-per-Query Stat** — Average cost per AI request shown on dashboard
 * **New: CSV Export** — One-click export of usage data with provider, model, tokens,
   cost, latency columns
 * **New: Enhanced Usage Stats** — Daily activity table now shows tokens, cost, 
   and average latency columns
 * **Update: Logger::get_usage_by_model()** — New method for model-level usage analytics

#### 2.20.1

 * **Fix: Token tracking pipeline** — Provider clients (OpenAI, Claude, Gemini, 
   OpenRouter, HuggingFace) now return usage data from API responses; Failover_Handler
   accepts success arrays; API_Handler uses correct token keys
 * **Fix: GEO Scanner schema detection** — Auto-generated schemas from post publish
   now use consistent `_schema_type`/`_schema_data` meta keys, making them visible
   to GEO scoring
 * **Fix: GEO Scanner FAQ quick fix** — Generates JSON-LD schema instead of microdata;
   stores `_schema_data` for proper scoring; uses hidden `<details>` element instead
   of visible placeholder text
 * **Fix: GEO Scanner HowTo detection** — HowTo quick fix now only offered when 
   content contains step-by-step patterns (numbered headings, „Step 1”, sequential
   language)
 * **Fix: GEO Scanner i18n** — Word count now uses Unicode-aware regex for CJK, 
   Arabic, Hindi, and other non-Latin scripts
 * **Fix: GEO Scanner security** — Scan action now requires nonce verification to
   prevent unauthorized database writes
 * **Fix: Database migration** — Logs table columns added automatically on upgrade(
   previously required table recreation)

#### 2.22.0

 * **New: SEO/GEO/AEO Positioning** — Plugin rebranded as „WordPress SEO Domination:
   AI-Powered GEO, AEO, Schema & Semantic Search”. Chatbot is now positioned as 
   a bonus feature, not the main focus
 * **New: SEO-Optimized Product Responses** — HTML-formatted product responses with
   semantic markup (schema.org attributes) for search engine indexing
 * **New: JSON-LD Schema for Product Search** — Automatic ItemList + Product schema
   generation for multi-product search results and comparisons
 * **New: AEO-Optimized Formatting** — Featured snippet-ready response format with
   direct answers, ordered lists, and comparison tables
 * **New: GEO Scanner Product Analysis** — Extended GEO scanner to analyze WooCommerce
   products with 10 product-specific factors (description, images, attributes, categories,
   tags, reviews, price, SKU, FAQ)
 * **New: Schema Injection** — Chatbot responses automatically inject JSON-LD schema
   into page head for search engine indexing
 * **New: Product Response HTML Rendering** — Chatbot frontend renders semantic 
   HTML for product responses instead of plain text
 * **Update: WooCommerce_Integration** — Added format_product_response_html(), format_multi_product_response_html(),
   format_comparison_response_html(), generate_product_list_schema(), generate_comparison_schema()
   methods
 * **Update: API_Handler** — Product responses now include reply_html and schema_json
   fields for SEO optimization
 * **Update: chatbot.js** — Added injectSchemaJsonLd() function and updated appendMessage()
   to render HTML for product responses
 * **Update: chatbot.css** — Added styles for product cards, comparison tables, 
   and AEO-optimized layouts

#### 2.23.0

 * **New: FAQ Gutenberg Block** — Native Gutenberg block for creating FAQ sections
   with questions and answers. Supports accordion, tabs, and simple list layouts
   with search functionality
 * **New: FAQ Schema Auto-Generation** — FAQ block automatically outputs FAQPage
   JSON-LD schema in wp_head for rich results
 * **New: Graph Relation Output** — Connected @graph schema linking Organization,
   WebSite, and content schemas with @id references
 * **New: Organization Schema Settings** — Admin settings for Organization name,
   logo, URL, type, and social profiles
 * **New: WebSite Schema with SearchAction** — Automatic WebSite schema with sitelinks
   search box for Google
 * **New: Enhanced Rich Results Validator** — Added recommended properties array
   with required/recommended badges and completeness scoring
 * **New: Three-tier Site-wide Audit** — Schema dashboard now shows Valid/Warning/
   None classification with completeness percentages
 * **New: FAQ Block Editor Styles** — Editor-specific styles for the FAQ block with
   visual feedback
 * **New: FAQ Block Frontend Styles** — Responsive frontend styles with accordion,
   tabs, and list layouts
 * **Update: Schema_Generator** — Added build_schema_graph(), get_organization_schema(),
   get_website_schema(), output_site_graph() methods
 * **Update: FAQ_Manager** — Added register_faq_block(), enqueue_block_assets(),
   render_faq_block(), render_faq_item_block(), output_faq_schema() methods
 * **Update: validate_schema()** — Now returns property-level detail with status,
   message, and level (required/recommended)
 * **Update: get_schema_status()** — Now includes valid, warning, and none counts
   for three-tier classification

#### 2.24.1

 * **Fix: GEO Scanner form submission** — Fixed malformed input, missing nonce, 
   and score display issues
 * **Fix: Autopilot intent classification** — classify_intent now correctly matches
   direct action names (list_posts, check_updates, etc.)
 * **Fix: check_updates command** — Fixed missing includes and function name compatibility
   for WP 7.0.2
 * **Fix: list_posts command** — Now shows up to 100 posts with total count
 * **Fix: Schema deletion** — Replaced AJAX with proper form POST + nonce + admin_post
   handler
 * **Fix: Schema SQL queries** — INNER JOIN now excludes posts without schema; empty
   types filtered out
 * **Fix: API key preservation** — API keys no longer vanish when saving from non-
   provider tabs
 * **Fix: Provider status badges** — Dynamic green/gray/red badges now reflect actual
   working provider state
 * **Fix: Provider card active state** — Active badge now matches the last working
   provider (via failover)
 * **Fix: Failover settings layout** — Content no longer renders outside the card-
   body container
 * **Fix: Failover provider display** — General tab now shows a dynamic „Failover
   active” notice when a different provider is handling requests, matching the AI
   Providers tab status
 * **Fix: Autopilot execution safety** — Added try/catch safety net to prevent fatal
   errors
 * **Fix: Provider tab field styling** — Fixed Delay and Welcome Message field styling
   on the providers page

#### 2.24.0

 * **New: SERP Preview in Post Editor** — Google search result card preview directly
   in the post editor meta box. Shows title, URL, description, and rich result previews
   for FAQ, Product, HowTo, and Article schemas
 * **New: Live SERP Preview** — SERP preview updates in real-time as you edit post
   title and excerpt
 * **New: Rich Result Previews** — Visual previews for FAQ dropdowns, Product cards,
   HowTo steps, and Article cards
 * **New: Validation Details Panel** — Post editor meta box now shows completeness
   percentage, errors, and warnings inline
 * **New: FAQ Block JavaScript** — Rewrote FAQ block JavaScript to use plain WordPress
   API instead of JSX for better compatibility
 * **Update: Schema_Generator** — Enhanced render_schema_meta_box() with SERP preview
   and validation details
 * **Update: FAQ_Manager** — Fixed block registration to use block.json files and
   proper script enqueuing

#### 2.21.0

 * **New: Enhanced Product Search** — Multi-result product search with natural language
   filter parsing. Find products by color, size, brand, price range, category, and
   sort order
 * **New: Product Comparison** — Compare products side by side with „compare X and
   Y” or „X vs Y” queries. Shows price, rating, stock, and attribute differences
   with best value indicators
 * **New: Attribute Filtering** — Filter products by any WooCommerce attribute (
   color, size, brand, material, etc.) using natural language like „red shoes under
   $50” or „Nike size 10”
 * **New: Store Filters API** — New methods to retrieve available categories, attributes,
   and price ranges for the store
 * **New: Product Suggestions** — Get product suggestions based on partial input
   for autocomplete functionality
 * **New: Comparison Detection** — AI detects comparison intent in queries (compare,
   vs, versus, difference between, which is better)
 * **New: Filtered Search Detection** — AI detects filtered search intent (under/
   over price, color/size/brand mentions, sort keywords)
 * **Update: WooCommerce_Integration** — Added search_products(), compare_products(),
   suggest_products(), get_store_filters(), detect_comparison_query(), is_filtered_search(),
   parse_search_filters() methods
 * **Update: API_Handler** — Product query handling now checks for comparison and
   filtered search before single product lookup

#### 2.20.0

 * **New: AI Provider Failover** — Automatic fallback chain when primary AI provider
   fails. Configure failover order, skip providers without API keys, and log failover
   events
 * **New: Token & Cost Tracking** — Database logging of token usage, provider, model,
   latency, and estimated cost per AI request. Dashboard displays monthly totals
   and per-provider breakdowns
 * **New: Scheduled Log Cleanup** — WP-Cron job to automatically purge old log entries.
   Configurable retention period (7-365 days), optional file log clearing, manual
   cleanup button
 * **New: Settings Import/Export** — Export all plugin settings as JSON and import
   from file. Supports full configuration transfer between sites
 * **New: Dashboard Token Stats** — Three new dashboard cards showing monthly tokens
   used, estimated cost, and average latency
 * **New: Provider Usage Breakdown** — Dashboard card showing per-provider token
   usage, cost, and request count
 * **New: Provider Status Indicators** — Failover settings section shows API key
   status for all providers with color-coded badges
 * **New: Auto-Generate Schema** — Automatically generate schema when posts are 
   published for the first time. Configurable per post type
 * **New: Schema Post Type Mapping** — Set default schema type for each WordPress
   post type (PostArticle, PageWebPage, ProductProduct)
 * **New: Enhanced WooCommerce Schema** — Product schema now includes aggregateRating,
   brand, SKU, and offer data when available
 * **Update: API_Handler** — Refactored to use Failover_Handler for provider routing
   with automatic retry
 * **Update: Logger** — Extended database schema with tokens_used, provider, model,
   latency_ms, and estimated_cost columns

#### 2.19.0

 * **New: Schema Markup Generator** — AI-powered JSON-LD schema generation for posts
   and pages. Supports 16 schema types (Article, FAQPage, HowTo, Product, LocalBusiness,
   Event, Organization, Person, VideoObject, BreadcrumbList, and more)
 * **New: Three generation modes** — AI mode (uses OpenAI/Claude/Gemini), Auto mode(
   rule-based, no API key needed), and Manual mode (edit JSON-LD directly)
 * **New: Schema validation** — Real-time validation of JSON-LD markup against schema.
   org requirements with required property checks
 * **New: Post Editor meta box** — Schema status, type selector, and one-click AI/
   Auto generate buttons directly in the post editor sidebar
 * **New: SERP Preview** — Google search result preview in the schema editor showing
   title, URL, description, and rich result previews for FAQ and Product schemas
 * **New: Dashboard stats** — Schema Markup overview (posts with/without schema,
   type breakdown) and GEO Scanner overview (average score, last scan) cards on 
   the main Sentient AI dashboard
 * **New: Schema Generator admin page** — Dedicated Tools sub-tab with schema dashboard,
   per-post editor, bulk generation, and type filtering
 * **New: Admin chat commands** — Autopilot Agent now supports „generate schema”,„
   schema status”, and „validate schema” commands
 * **New: Frontend JSON-LD output** — Automatic `<script type="application/ld+json"
   >` output in wp_head for posts with schema data
 * **New: Bulk schema generation** — Generate schema for multiple posts at once 
   with type selection and auto-detect mode
 * **Update: GEO Scanner** — Enhanced schema detection now validates JSON-LD data
   integrity and offers more quick fixes (FAQPage, HowTo, regenerate via AI)
 * **Update: GEO Scanner** — Fixed schema detection ordering (FAQ check runs before
   schema factor to enable FAQ-specific quick fixes)

#### 2.18.0

 * **Fix: AI provider error handling** — HuggingFace, Claude, and OpenAI clients
   now return real API error messages instead of generic „unable to process” response
 * **New: HuggingFace router endpoint** — Switched to OpenAI-compatible router endpoint(
   router.huggingface.co/v1/chat/completions) for broader model support
 * **Update: Model selections** — Added latest models: DeepSeek-R1, Claude Sonnet
   4.5, GPT-4.1 series to provider dropdowns
 * **Fix: Dashboard card duplication** — Removed duplicate System Status and Quick
   Actions cards on the assistant settings page

#### 2.17.0

 * **New: API error notifications** — Structured error responses from all AI providers(
   Gemini, OpenAI, OpenRouter, HuggingFace, Claude) shown as admin notices with 
   provider, model, error message, and timestamp
 * **New: Email alerts on API failure** — First API error per incident sends email
   to admin; auto-clears on successful retry
 * **New: Custom privacy notice** — Configurable privacy notice text in Privacy 
   tab; displayed in chatbot or falls back to default
 * **New: Model dropdowns** — OpenRouter and HuggingFace providers now have model
   selection dropdowns in settings
 * **New: Gemini header auth** — Updated Gemini Client to use x-goog-api-key header
   authentication for broader compatibility
 * **Fix: Proactive Chat field duplication** — Fields no longer duplicate per provider
   in settings UI
 * **Fix: Form validation on delay input** — Delay field no longer blocks save
 * **Fix: Provider reset on save** — Provider selection no longer resets when saving
   Providers tab
 * **Admin menu restructured** — All submenu items (Contact Manager, FAQ Manager,
   GEO Scanner, MCP Server, Setup Wizard, Usage Stats, Vector DB) consolidated under
   Sentient AI parent with updated redirects
 * **FAQ Manager menu nesting** — FAQ menu now properly nested under Sentient AI
   parent
 * **Session management enhanced** — Conversation handler with improved session 
   lifecycle, webhook validation hardened in WooCommerce integration
 * **Vector DB** — Stability improvements and query optimization

#### 2.14.0

 * **CRITICAL: Server-side session secrets** — Replaced client-side SHA-256 session
   hash with server-generated session secrets stored in wp_options, preventing session
   forgery and cross-site session hijacking
 * **CRITICAL: SQL injection fix in Vector DB** — Admin dashboard query stats now
   uses escaped table names, closing SQL injection vector in the vector database
   status panel
 * **HIGH: WooCommerce webhook hardening** — Webhook secret is now required (returns
   403 if unset), missing signature returns 401, and unknown webhook event types
   are rejected with 400
 * **HIGH: Session lifecycle management** — Added session registration, verification,
   and destruction methods with automatic pruning of sessions older than 24 hours
 * **Fix: Chatbot clear history** — Session secret is now properly reset and re-
   initialized after clearing conversation history

#### 2.13.0

 * **CRITICAL: Atomic rate limiting** — Replaced transient read-then-write with 
   atomic $wpdb->query() increments, eliminating race condition that allowed unlimited
   requests under concurrent traffic
 * **CRITICAL: Session hash verification** — Conversation history and clear endpoints
   now require SHA-256(session_id + home_url) proof, preventing cross-site session
   spoofing
 * **HIGH: Conversation history sanitization** — History messages are now sanitized
   through Prompt_Sanitizer before AI calls, closing prompt injection vector via
   stored conversation data

#### 2.12.0

 * **Performance: GEO Scanner** — Capped post dropdown to 200 posts to prevent memory
   exhaustion on large sites
 * **Performance: Vector DB search** — Reduced local search from 500 to 200 rows
   to lower memory usage per query
 * **Performance: Logger file writes** — Switched to fopen append mode eliminating
   read-modify-write race condition
 * **Performance: Topic Clusterer** — Limited topic comparison to top 50 topics,
   reducing O(n^2) overhead
 * **Performance: Chatbot history loading** — Batch DOM append in loadDbHistory 
   eliminates 50+ individual reflows
 * **Security: Session IDs** — Replaced Math.random() with crypto.getRandomValues()
   for cryptographic randomness
 * **Security: Clear history error handling** — Added AJAX error handler and secure
   session ID regeneration
 * **Fix: Deprecated jQuery** — Replaced deprecated e.which with e.key for keyboard
   events
 * **Fix: Admin UI** — Added debounce to canned responses input to prevent excessive
   serialization
 * **Fix: WordPress.org compliance** — Reduced readme.txt tags from 27 to 5 (recommended
   maximum)

#### 2.11.0

 * **CRITICAL: MCP Server authentication hardened** — Server now rejects all requests
   when no API key is configured (fail-closed). Removed insecure body-parameter 
   API key transmission. CORS restricted to site origin.
 * **CRITICAL: MCP sensitive tools require admin capabilities** — Contacts and WordPress
   management tools now require `manage_options` capability.
 * **CRITICAL: Fixed broken SQL in Usage Stats** — Dashboard widget and stats page
   no longer produce invalid SQL when no date filter is applied.
 * **CRITICAL: Removed unauthenticated learning stats endpoint** — `nopriv` AJAX
   handler for learning statistics removed.
 * **HIGH: Scoped cache clearing to plugin transients only** — Autopilot `clear_cache`
   no longer deletes transients from other plugins.
 * **HIGH: Fixed OpenAI API timeout handling** — Added missing timeout on message
   creation step, added WP_Error check on run response.
 * **HIGH: SQL injection pattern fixed** — SHOW TABLES queries now use transient-
   based caching instead of direct interpolation.
 * **HIGH: Conditional file loading** — Admin-only files no longer loaded on frontend
   pages, reducing memory footprint.
 * **HIGH: Query length enforcement** — User queries capped at 2000 characters to
   prevent token exhaustion attacks.
 * **HIGH: Prompt injection logging** — Blocked injection attempts are now recorded
   in the database for audit.
 * **HIGH: FAQ endpoint rate limiting** — Added per-IP rate limiting and reduced
   max FAQ count for unauthenticated requests.

#### 2.10.1

 * **WooCommerce Deep Integration** — HPOS, product vectorization, real-time webhooks
 * HPOS (High-Performance Order Storage) support — reads orders from custom wc_orders
   tables when enabled, auto-falls back to legacy wp_posts
 * get_order_stats_hpos() queries either HPOS tables or legacy storage based on 
   what’s active
 * hpos_enabled() detection method for plugin-wide awareness
 * Product vectorization — auto-generates rich embeddings from product title, description,
   attributes, categories, tags, reviews, FAQs, variations, and upsells
 * on_product_save() hooks into woocommerce_new_product and woocommerce_update_product
 * reindex_all_products() bulk reindex with woocommerce_product_import_end integration
 * Real-time WooCommerce webhooks — REST endpoint at /wp-json/sentientai-woo/v1/
   webhook with HMAC signature verification
 * 8 webhook events: order created, completed, cancelled; product updated; stock
   status changed; review created; low stock; no stock
 * Event data includes structured payloads with formatted messages for logging
 * Product webhooks trigger automatic re-vectorization
 * Secret key configuration with optional signature validation
 * All events logged to query log with source=’webhook’
 * New WooCommerce Deep Integration card in Features tab with 4 toggles and HPOS/
   vectorization info
 * Fixed: $wpdb global used before declaration in handle_webhook_event()
 * Fixed: Missing register_setting() for sentient_ai_woo_webhooks_enabled and sentient_ai_woo_webhook_secret
 * Added: sentient_ai_woo_webhooks_enabled to checkbox preservation array
 * Added: 72 test cases covering all WooCommerce integration methods
 * **Conversational Commerce Engine** — AI shopping assistant with Vibe Search, 
   Visual Shop, Gift Concierge
 * Vibe Search: natural language product matching via Vector DB with tokenized match
   reasons
 * Visual Shop: image URL  AI description  visual product matching with domain security
 * Gift Concierge: 5 guided questions  personalized gift guides with budget/personality
   scoring
 * Admin toggles for each feature + allowed image domains list
 * Fixed: Vibe search used get_post() instead of wc_get_product() for vector results
 * Fixed: Visual Shop didn’t check WooCommerce is active before loading products
 * Fixed: Match reasons checked full query against product name instead of individual
   tokens
 * Fixed: Gift Concierge questions missing translation wrappers
 * Fixed: Extra PHP bracket in Commerce Engine feature card array

#### 2.8.0

 * New: Vector Database with two-tier semantic search — Local MySQL (shared hosting)
   and Pinecone/Supabase cloud engines
 * New: Auto-generated embeddings for posts, pages, and FAQs with OpenAI API or 
   built-in hash fallback
 * New: Semantic search integrated into chatbot responses for meaning-based content
   matching
 * New: Admin settings page with engine selector, cloud provider configuration, 
   and index status dashboard
 * Combined 2.7.0 features: MCP Server (8 tools, SSE transport, API key auth, CORS
   headers)
 * Combined 2.7.0 features: GEO Scanner (10-factor content analysis, scoring dashboard,
   one-click schema fixes)
 * Combined 2.7.0 features: Browser-based FAQ matcher with keyword and title matching
 * Fixed: Settings reset when saving across tabs (Enable Chatbot, Pre-Chat Form,
   role limits)
 * Fixed: Pre-Chat Form data not persisting across page loads (sessionStorage)
 * Fixed: Welcome message not displaying when chat opens
 * Fixed: Role limit field blocking form submission when feature is disabled
 * Fixed: SSE endpoint infinite loop (timeout added)
 * Fixed: Missing content format in MCP manage_wp tool
 * Fixed: Unhelpful error message when no API key configured
 * Fixed: FAQ matching skipped when conversation history exists
 * Chore: Added Help tab with complete feature documentation

#### 2.7.0

 * **MCP Server** — Model Context Protocol support for AI agent integration
 * 8 tools: chat, FAQ search/list/create, contacts, stats, low confidence, WordPress
   management
 * 3 resources: FAQ database, usage stats, contacts
 * 2 prompts: site overview, FAQ improvement
 * API key authentication, SSE transport, CORS, rate limiting
 * **GEO Scanner** — 10-factor content analysis for AI search visibility
 * Factors: content length, structured data, FAQs, citations, statistics, E-E-A-
   T, structure, meta, lists, titles
 * Scoring dashboard with auto-fix actions
 * **Browser-Based FAQ Matcher** — Local FAQ search without API key
 * **Bug fixes** — Multi-tab settings persistence, pre-chat form stability, welcome
   message display
 * **Help tab** — Complete feature reference with documentation

#### 2.6.0

 * **Security Hardening** — Remediated Assistant ID leak, added output sanitization
 * **Design Refresh** — Modernized UI with CSS variables, improved SVG rendering
 * **Bug Fixes** — Resolved ReferenceError, history persistence, transient counting,
   approval flow

#### 2.4.0

 * **WooCommerce Deep Integration** — Product lookup by name/SKU, order status, 
   recommendations, cart info
 * Performance: FAQ query caching, Options_Cache helper

#### 2.3.0

 * **Widget Branding & Theming** — 6 themes, custom colors, border radius, live 
   preview
 * **Prompt Injection Protection** — 20+ injection pattern detection

#### 2.2.0

 * **Local Brain** — Fuse.js-powered fuzzy FAQ search in the browser, zero API costs,
   offline support
 * **Privacy Mode** — Restrict all processing to local database

#### 2.1.0

 * **WordPress Autopilot** — 10 commands: updates, broken images, posts, security,
   cache, stats, health

#### 2.0.0

 * **Sentient Memory** — Topic clustering, feedback tracking, auto-FAQ generation,
   learning dashboard

#### 1.4.0

 * **Empathy Engine** — Emotion detection and dynamic tone adaptation

#### 1.3.0

 * **Glass Box Transparency** — Confidence scoring and source attribution

#### 1.2.0

 * Multi-turn conversation context and server-side history

#### 1.1.1

 * Security and performance hotfixes

#### 1.1.0

 * Session-based chat history, TXT export, configurable position

#### 1.0.0

 * Initial release with multi-AI support

## Meta

 *  Version **2.30.0**
 *  Last updated **23 óra ezelőtt**
 *  Active installations **Kevesebb, mint 10**
 *  WordPress version ** 5.8 vagy magasabb **
 *  Tested up to **6.9.5**
 *  PHP version ** 7.4 vagy magasabb **
 *  Language
 * [English (US)](https://wordpress.org/plugins/sentient-ai/)
 * Tags
 * [aeo](https://hu.wordpress.org/plugins/tags/aeo/)[ai seo](https://hu.wordpress.org/plugins/tags/ai-seo/)
   [geo](https://hu.wordpress.org/plugins/tags/geo/)[schema markup](https://hu.wordpress.org/plugins/tags/schema-markup/)
   [seo](https://hu.wordpress.org/plugins/tags/seo/)
 *  [Bővített nézet](https://hu.wordpress.org/plugins/sentient-ai/advanced/)

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