AI Comments PRO

AI Comments PRO is an intelligent platform for creating and managing user activity on DLE sites automatically. It uses advanced artificial intelligence to generate meaningful, contextual and relevant comments that read as if real people wrote them.

In plain words: AI Comments PRO is a professional discussion management system for your DLE site. It writes quality comments on news, replies to users’ comments and keeps discussions going. It analyses each article, understands its context and writes natural, well-worded responses on behalf of different virtual users. This brings the site to life: when visitors see an active discussion, they are far more willing to join in.

Supported AI platforms

The module integrates 7 of the world’s leading AI services for maximum flexibility and fault tolerance:

• OpenAI (ChatGPT) — the benchmark for generation quality. Full support for GPT-4o, GPT-4o-mini and the newest GPT-5 reasoning models (gpt-5, gpt-5-mini, gpt-5.1, gpt-5.2) with adjustable reasoning effort (reasoning_effort: none, minimal, low, medium, high). temperature and max_completion_tokens adapt automatically to the model type.

• Anthropic Claude — models with a highly “human”, literary style (Claude 3.5/3.7 Sonnet, Claude Opus), ideal for detailed, emotional reviews in natural language.

• Google Gemini — powerful, fast models (Gemini 2.0 Flash/Pro, Gemini 1.5 Pro) that generate quickly at an optimal price per request.

• DeepSeek — a modern model with an excellent grasp of context, one of the most cost-effective on the market without compromising quality.

• xAI Grok — xAI’s neural network with a feel for current communication patterns; grok-2 and grok-beta produce lively, contemporary comments.

• Yandex GPT — a Russian neural network with full IAM Token and Folder ID support, perfectly suited to Russian-language content and working without a VPN in Russia.

• Perplexity AI — models (sonar, sonar-pro) that use up-to-date information from the web to comment on fresh news and events in real time.

A Smart Fallback mechanism is built in: if the main provider fails or is unavailable, the module switches to the backup AI services from your list automatically, so work never stops.

Architecture

Task Manager

AI Comments PRO is built on a professional task architecture that gives you full control over generation:

• Unlimited tasks — create separate scenarios for different sections of the site, categories or content types. Each task runs independently with its own settings and schedule.

• Individual configuration — each task has its own parameters:

  • AI provider (or the global settings)
  • Tone of the comments (positive, neutral, critical, questioning, mixed)
  • Text length (short, medium, long)
  • A custom prompt template for fine-tuning the AI’s behaviour

• Flexible scheduling — 5 schedule types for maximum automation:

  • Continuous — the task is active on every CRON run
  • Daily — runs at a set time (with a configurable time window)
  • Days of the week — active on selected days (for example, weekdays only)
  • Specific dates — works during a set period
  • Once — runs a single time

• Limits — quotas that prevent excessive generation:

  • Comments per run (protection from overload)
  • Total comments per task (the task deactivates itself when the limit is reached)
  • A visual progress tracker (for example, 347/500)

• Task types:

  1. New comment — the AI reads the article and writes a fresh comment that reflects its content.
  2. Reply to a comment — the AI replies to existing comments from users or other AI profiles, building lively discussions: addressing people by name, giving arguments and developing the dialogue naturally.

Queue Manager

A professional system for monitoring and managing how items are processed:

• A transparent process — full visibility of every item’s status in the queue:

  • Pending — the item has been queued and is waiting
  • Processing — a comment is being generated
  • Completed — the comment was created and published
  • Failed — an error occurred; the error text is saved

• Queue management:

  • View all queued items, filtered by task and status
  • Retry failed items in one click
  • Clear processed records (entries older than 7 days are removed automatically)
  • Real-time statistics: total / pending / completed / failed

• Monitoring dashboard:

  • Visual queue load indicators
  • A breakdown by task
  • Processing history with timestamps

Key features

1. Contextual generation (Smart Context)

No template phrases. The module analyses the content of each item in depth:

• Title — understanding the main topic
• Short description — picking out the key points
• Full content — studying the context in detail

Based on this, the AI forms an opinion, asks questions, agrees or disagrees and adds its own observations — it reads like a real person who has actually read the article.

2. Smart replies to comments

AI discussions — the module creates whole conversations, not just isolated comments:

• It addresses the comment’s author by name
• It agrees or disagrees with arguments
• It adds its own thoughts about the article
• It keeps the discussion going while remembering what was said

AI-to-AI discussions are supported too: the AI can reply to comments from other AI profiles, creating multi-level threads that look just like real conversations between users.

3. Advanced personalisation

Full control over the AI’s style and manner:

• Tone:

  • Positive — enthusiastic feedback and approval
  • Neutral — objective analysis without emotion
  • Critical — constructive criticism and remarks
  • Questioning — follow-up questions and interest in the details
  • Mixed — a balanced opinion with different emotions

• Length:

  • Short (50–80 words) — brief remarks
  • Medium (80–120 words) — standard comments
  • Long (120–200 words) — detailed reviews

• Prompt engineering:

  • A built-in prompt template editor
  • Give the AI a role (for example: “Film critic”, “Sceptic”, “Enthusiast”, “Expert”)
  • Behaviour scenarios for different content types
  • Global prompts plus individual prompts for every task

4. Virtual user generator (AI Persona)

A professional system for creating and managing virtual profiles:

• Automatic generation:

  • Realistic first and last names based on geography
  • Email addresses that match the names
  • Works with real DLE users as well as guest comments
  • Registered bot accounts can be created

• Geography and localisation:

  • Profiles for specific countries (Russia, the USA, Europe, Asia)
  • A mixed mode for an international audience
  • National alphabets supported (Cyrillic, Latin, CJK characters)
  • Transliteration for multilingual sites

• Persona database:

  • Stores and rotates hundreds of virtual personalities
  • A random author for every comment
  • A variety of authors keeps discussions natural

5. Advanced filtering

Precise targeting of the items to process:

• By category: choose several categories, work only with certain sections of the site, fall back to the global settings when a task has no filters.
• By item ID: an ID range (for example, 100 to 500) or specific items.
• By views: minimum and maximum view counts to target popular or overlooked items.
• By comments: a maximum number of existing comments and a “No comments only” mode (comm_num = 0) to bring empty sections to life.
• By age: a minimum age (for example, older than 7 days) and a maximum age (for example, last month only) — process fresh news as well as the archive.
• More filters: indexable items only (allow_main = 1), with automatic fallback to the global settings when a task’s filters are empty.

6. CRON automation

Fully autonomous operation, 24/7:

• Flexible setup:

  • One main CRON URL for all active tasks
  • Individual CRON URLs for every task
  • Protection with a unique secret_key against unauthorised access

• Smart scheduling:

  • Every task’s schedule is checked automatically
  • Tasks that are not due are skipped
  • Tasks deactivate themselves when their limits are reached

• Monitoring and logging:

  • JSON responses with detailed execution information
  • Every action is written to the history table
  • The AI providers used are tracked
  • Execution time and processing statuses

7. Global proxy support

A solution for regions with restricted access:

• Supported types: HTTP proxy, SOCKS5 proxy.
• Advanced options: login and password authentication, host and port settings, one configuration for all AI providers.
• Use: all requests to foreign AI services are proxied automatically — work without a VPN in countries with restrictions (Russia, China) and get around regional API blocks.

8. A professional admin panel

The interface matches the DLE style and adds advanced features:

• Dashboard: visual statistics (total comments, AI comments, items without comments), today’s AI activity, the split by AI provider, progress indicators for tasks and the queue.
• Task management: unlimited tasks, a visual status (Active / Inactive / Completed), progress and a unique CRON URL for each task.
• Queue monitoring: filters by task and status, details for every item, number of processing attempts, error text, timestamps.
• Interactive comment log: a table just like the standard DLE one, AI provider badges, moderation statuses, AJAX editing without reloading, bulk actions (approve and delete).
• Settings: AI provider choice with automatic switching of API key fields, model settings, fake user management, global filters, proxy settings, backup AI (Fallback).
• Automatic update checks: a new-version indicator on the Dashboard, a manual check button, a direct download link, compatibility with DLE 17–19+.

9. Performance and security

Optimisation: direct SQL queries to minimise database load, DLE caching, no timeouts thanks to asynchronous processing, batch processing of items.

Security: CRON protected with a unique secret_key, validation of all input, secure storage of API keys, access checks for every operation.

Marking and accounting: every AI comment is flagged with ai_generated in the database and the AI provider used (ai_provider) is saved for internal statistics; to visitors they look exactly like regular comments.

Logging: a history table of all generations, successful and failed attempts, request execution time and the AI providers used.

What it is used for

The module helps with:

• Reviving “dead” sites — visible activity keeps new visitors and increases time on site.

• SEO — search engines index comments as unique content, the pages are updated regularly and become more relevant.

• Social proof — people are far more willing to comment where a discussion is already going on.

• Behavioural signals — active discussions reduce bounce rate and increase page depth.

• Commercial tasks — imitating reviews of products or services with the right prompt and filter settings.

• Reputation management — creating a positive background in discussions.

• Testing — quickly filling the site with comments to check the design and features.

Why use it

• Multi-provider architecture — no dependence on a single AI service. If the main provider is down, the system switches to backups automatically.

• Native integration — full visual and technical compatibility with DLE. Works with all the standard tables (dle_post, dle_comments, dle_users) without modifying the core.

• Smart humanisation — texts read as if people wrote them, with no machine patterns or template phrases.

• Saves money — much cheaper and faster than hiring copywriters or buying comments on exchanges.

• Scalability — from a handful to thousands of items with automatic queue management.

• Flexible configuration — from simple generation to complex scenarios with many tasks and filters.

• Fault tolerance — the system keeps working even when individual AI providers fail.

• Transparency — full control and monitoring of every process in the admin panel.

In short

AI Comments PRO is a professional system for managing user activity that turns passive content into lively discussions. It improves your site’s behavioural signals, raises audience engagement and frees the administrator from the routine of creating activity in comment sections. An essential tool for modern DLE projects that want to grow.