AI Content Manager — a professional plugin for Shop-Script. It automatically fills in product features and generates unique product descriptions based on image analysis. It works in batches, includes a moderation stage, and fully automates the routine of a content department.
The problem: hidden losses in your catalog
When a store has thousands of products, manual content creation becomes an endless and expensive process. As a result, product pages are filled hastily or only halfway. Descriptions copied from suppliers are de-duplicated by search engines, causing the site to lose SEO traffic. Empty or non-standardized features (when a filter shows ten variations of the same green color) confuse shoppers and cut conversion. Managers spend weeks on routine tasks, and new arrivals gather dust in the warehouse.
Who is this tool for?
The plugin is designed for medium and large online stores on Shop-Script that need to:
Fill thousands of empty or template-based product cards quickly and with high quality.
Create unique content for SEO ranking without expanding the copywriting team.
Bring perfect order to smart catalog filters.
Maintain full control over the database through flexible moderation.
Workflow: just three steps
1. Rule setup: you define which products to process, which features to fill, and what writing style to use.
2. Batch launch: the plugin takes product photos from Shop-Script, sends them to AI, and generates suggestions. It can be run manually or automatically at night via a Cron scheduler.
3. Moderation: in a convenient comparison interface, you approve results in one click or make precise adjustments before publication.
Savings and ROI in numbers
Manual processing of a single product card (photo analysis, feature selection, writing a short and a full SEO text) takes a content manager 15 to 40 minutes. A batch of 500 products means weeks of work and thousands of dollars in labor costs, not to mention human error.
AI Content Manager processes hundreds of products in one hour. The cost of API requests to the neural network per product card is pennies. The plugin license pays for itself within the first few hundred processed items.
Tested under extreme loads
This plugin was built not as a generic marketplace solution, but to meet the requirements of a large active online store with over 100,000 products. The architecture is optimized for large databases, does not overload the server, and handles batch runs reliably.
“We process huge catalog volumes in nightly batches without involving external content agencies. The tool has proven its stability on a real, heavy assortment.”
— Development team of a major Shop-Script retailer
Deep functionality and capability management
Flexible feature management: fill, replace, supplement
Each individual feature can have its own logic configured:
Fill if empty: the plugin carefully adds only missing data, leaving manual work untouched.
Overwrite: AI completely updates the value based on the photo, making it more accurate.
Supplement: useful for multi-select features (adds new tags or product specifics to existing ones).
You can define custom text instructions (prompts) for each field. Example: “for the Color feature — pick only the main shade of the fabric”, “for shoes — identify the upper material, ignore the sole”.
Strict dictionary matching: the plugin can match what it sees in the photo with the predefined values in your catalog. Instead of chaos from “lime”, “greenish”, and “light green”, the AI will choose a single approved option: Green.
Short and full product descriptions
The plugin generates both a concise summary for list views and a detailed sales text for the product tab.
You can flexibly set the desired text length.
Only the features you select are passed to the AI, eliminating unnecessary noise in the text.
Visual grounding: AI actually examines the photos, so descriptions include vivid details (a leather belt with a matte buckle and contrast stitching) instead of useless template phrases.
You can submit an existing description for improvement — the neural network will correct errors, structure it, and add details from the photo.
Photo handling and smart API savings
You decide how many images from a product card to send for analysis (one or several for different angles). To avoid overspending on traffic and neural network tokens, the plugin automatically compresses heavy source images to an optimal resolution. Quality remains perfect for AI recognition, while API costs are minimized.
Precise and targeted product selection
You don’t need to process the entire site at once. Configure batch targeting by combining conditions:
Selection by specific categories, static or dynamic lists.
Filtering by the current state of features (equals, not equals, filled, empty).
Only in-stock products, with the option to set a minimum stock level.
Price range limit (for example, process the high-margin, expensive segment first).
Integration with leading AI providers
The plugin supports multiple platforms — choose the one that suits you best:
OpenRouter: provides access to dozens of top global models with vision support (GPT-4o, Gemini, Claude, Qwen). Flexible limit and balance control.
Full automation and logging
Set up a Cron command, and the plugin will process new product arrivals every night. The built-in run history log clearly shows: how many products were processed, how many features were updated, and the exact API cost for each specific run.
Real-world usage scenarios
New arrivals: you imported a supplier price list with basic photos, filtered the “New Arrivals” category, and launched a batch. In the morning, the manager just needs to enter the moderation queue and confirm the ready-to-publish cards.
Cleaning up filters: you selected the “Material” feature, enabled “dictionary only” mode, and fixed errors across the entire catalog in one pass.
SEO revival: you used filters to find products with empty or copied descriptions and generated unique texts tailored for search engine requirements.
Plugin capability summary
| Feature or Module | What it means for your online store |
|---|---|
| “AI Content Manager” | Automatic batch filling of product features and descriptions in Shop-Script based on visual photo analysis. |
| Comprehensive photo analysis | The neural network recognizes texture, shape, color, and details in images, generating accurate technical data instead of generic text. |
| Field processing modes | Flexible choice for each field: fill only empty, fully overwrite, or supplement existing values. |
| Dictionary synchronization | Automatically maps AI text responses to the fixed values of your filters (eliminating duplicates and chaos). |
| Custom prompts | Ability to write an individual text instruction for generating each specific feature. |
| Two-level descriptions | Generation of a unique short summary for lists and a detailed sales text for the product page. |
| Source photo optimization | Automatic downscaling of images before sending to the AI network to save token budget. |
| Multi-factor product filter | Selection of items by categories, lists, price, actual stock level, and feature fill status. |
| Visual moderation queue | Before/after comparison interface. Protects the catalog from unauthorized changes; one-click bulk approval. |
| Scheduler (Cron) | Full automation capability: the plugin autonomously processes the catalog at night on a schedule. |
| Detailed run history | Statistics for each batch run: counters of processed fields, products, and precise API cost tracking. |
| Provider support | Direct integration with OpenRouter (all modern LLMs) and other AI platforms. |
| SEO content optimization | Replaces supplier template texts with unique descriptions. Improves product page rankings in Google and other search engines for long-tail queries. |
| Content department budget savings | Processing speed increases tenfold, cost per card drops to pennies, labor and outsourcing expenses decrease. |
| Enterprise architecture | The plugin has been tested and runs successfully in production on catalogs of over 100,000 items. |
| Shop-Script UI 2.0 support | Full compatibility with both the classic admin interface (Legacy) and the updated UI 2.0. |
Use 100% of your store’s assets
Photos are already uploaded to your Shop-Script — let artificial intelligence turn them into a powerful sales tool. Bring order to your filters, capture organic search traffic from competitors, and cut content management routine costs.
Important license information: The plugin is actively developed, with regular updates that support new neural network models and expanded selection logic. The license price will grow proportionally with new functionality. By purchasing the plugin today, you lock in the lowest price and receive all future updates within your license absolutely free!
