Description
Product Fit Assistant Pro
Product Fit Assistant Pro is the premium add-on for Precise Expressions Product Fit Assistant for WooCommerce (the Free edition).
Requirements: WooCommerce, Product Fit Assistant for WooCommerce installed and active, and an active Pro licence for Pro tools, Insights capture and licensed updates.
Before you install Pro
Product Fit Assistant Pro requires the free Precise Expressions Product Fit Assistant for WooCommerce plugin.
The Free plugin is available from the official WordPress.org Plugin Repository.
You can also install it directly from your WordPress dashboard under Plugins → Add New Plugin.
Install and activate the Free plugin first, then install and activate Product Fit Assistant Pro and enter your Pro licence key.
Why upgrade to Product Fit Assistant Pro?
Help customers choose with Free. Manage product guidance and understand searches with Pro. The free plugin delivers the shopper-facing Product Finder and Fit Confidence experience. Pro adds tools for store owners managing product information and reviewing Product Finder search activity.
Prepare guidance for multiple products
Select up to 10 products per generation request, generate draft guidance and discovery keywords, review each suggestion, then decide what to apply. Existing fields are preserved by default.
Discover missed searches
Review Product Finder search activity, searches with no results or low confidence, frequently recommended products and improvement indicators. Use these signals to investigate gaps in product information or your catalogue.
See how Pro works: View the Pro administration walkthrough. The interactive shopper demo showcases Free features; the Pro walkthrough explains the licensed WordPress administration tools.
Free Version: shopper guidance and Fit Confidence
Free provides the product-page assistant, Product Finder, local catalogue matching, product discovery keywords, global/category/attribute/product guidance, and an optional merchant-connected AI layer.
For configured products, Free also provides deterministic Fit Confidence scoring, guided multi-turn suitability questions, variation-specific viewing-distance ranges and display-method facts, and cross-variation option recommendations. These workflows work without AI but rely on merchant-configured product data; they do not guarantee fit, compatibility, availability or suitability.
Pro Version: catalogue administration and insights
Bulk guidance and discovery keywords
Generate draft guidance and keyword suggestions across selected products, then review and apply them. Fill-empty is the default; overwrite is a deliberate admin choice. Drafts are never saved automatically.
Optional AI for bulk suggestions
When the merchant enables and configures the Free plugin’s supported AI provider, Bulk Tools can use it for suggestions. Otherwise, local fallback suggestions are used where possible.
Product Finder Insights
With an active Pro licence, Insights automatically records privacy-minimal Product Finder search analytics locally in WordPress, independently of Free interaction logging. Records include a query excerpt (up to 300 characters), query hash/intent, result count, top recommended product IDs and recommendation metadata such as confidence/improvement flags and AI/fallback/cache state.
Privacy and reporting boundary
Insights does not store customer names, email addresses, raw IP addresses, user agents, payment details, order data or remote analytics. Store owners should review privacy disclosures because shopper-entered Product Finder query excerpts are stored locally while active Pro Insights is enabled.
Choose the licence that matches your store or agency
Product Fit Assistant Pro is available for individual WooCommerce stores and agency partners managing multiple client sites.
Single Site
- 1 WooCommerce site
- Bulk Pro tools
- Product Finder Insights
- Missed-query reporting
- Licence and update support
Agency Starter
- Up to 5 client sites
- One licence for agency use
- Bulk guidance workflows
- Product Finder Insights and missed-query reporting
- Licence and update support
Agency Growth
- Up to 20 client sites
- For active WooCommerce agencies
- Bulk guidance workflows
- Product Finder Insights and product-improvement opportunities
- Licence and update support
Agency Partner
- Custom site limit
- For larger agencies
- Custom licence arrangement
- Partner onboarding discussion
- Suitable for higher-volume client work
To purchase: choose Single Site, Agency Starter, or Agency Growth from the licence options near the Add to cart button. For Agency Partner licensing, contact us.







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