by preciseexpressions
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Precise Expressions Product Fit Assistant for WooCommerce
Help shoppers choose the right WooCommerce product with rule-based guidance, product discovery, and optional AI.
Compatible with WP 7.0.2
v1.0.1
Current Version v1.0.1
Updated 4 weeks ago
Last Update on 20 Jun, 2026
Refreshed 15 hours ago
Last Refreshed on
Rank
#62,381
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Active Installs
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Downloads
177
+3 today
Support Resolved
0%
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Next Milestone 10
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10+
34,626
Ranks to Climb
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8,000,000
Active Installs
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Tracked Keywords
Showing 0 of 0| Keyword | Position | Change | Type | Updated |
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- Version
- 1.0.1
- Last Updated
- Jun 20, 2026
- Requires WP
- 6.0+
- Tested Up To
- 7.0.2
- PHP Version
- 7.4 or higher
- Author
- preciseexpressions
Support & Rating
- Rating
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- Reviews
- 0
- Support Threads
- 0
- Resolved
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Frequently Asked Questions
Common questions about Precise Expressions Product Fit Assistant for WooCommerce
No. The rule-based fallback works without AI and uses WooCommerce product data plus optional merchant-entered guidance.
No API key is required for the rule-based assistant or local Product Finder fallback. If a store owner enables AI-generated answers for product-page answers or AI-ranked product recommendations, they must provide their own OpenAI API key.
No. A ChatGPT subscription is not the same as OpenAI API billing. AI-generated answers require an OpenAI API account with API billing enabled.
No. The plugin does not include bundled AI credits, bundled API keys, or an API subscription. AI usage is billed separately by the selected AI provider.
Yes. Product Fit Assistant Pro is an optional paid add-on for stores that need advanced workflow and reporting tools. The free version remains fully functional and does not require Pro. Product Fit Assistant Pro adds bulk guidance and discovery keyword generation, fill-empty and overwrite workflows, Product Finder insights, missed-query reporting, and product improvement opportunity reports. Pro features appear inside the same WooCommerce > Product Fit Assistant admin area when the Pro add-on is installed and licensed. Product Fit Assistant Pro requires this free plugin to be installed and active. Learn more: https://software.preciseexpressions.com.au/product/precise-expressions-product-fit-assistant-pro/
The product-page assistant appears on individual product pages. Product Finder is separate and appears on shop/category pages when enabled, or wherever the [pfwa_product_finder] shortcode is used.
Add [pfwa_product_finder] to a page, homepage, shop page content area, category page content area, or other shortcode-capable location. Product Finder uses modal mode by default. Use [pfwa_product_finder mode="inline"] for the full form.
No. Product Finder searches WooCommerce locally first and sends only a limited set of top candidate products to the AI provider when AI-generated answers are enabled.
No. AI-generated answers are separate from display settings. Turning AI off stops AI provider calls, but the product-page assistant and Product Finder can still appear if their own settings are enabled and local fallback guidance is available.
Yes. Edit the product and use the Product Fit Assistant meta box to inherit the global setting, enable it, or disable it for that product.