by preciseexpressions 1 (0 reviews)

Precise Expressions Product Fit Assistant for WooCommerce

Name: Precise Expressions Product Fit Assistant for WooCommerce
Author: preciseexpressions

Help shoppers choose the right WooCommerce product with deterministic suitability guidance, product discovery, and optional AI.

Precise Expressions Product Fit Assistant for WooCommerce ranks #60,208 among WordPress.org plugins with 1+ active installations, is #6,329 of 12,463 in the E-commerce category, a 1/5 rating from 0 reviews, and was last updated Sep 19, 2026. Data from WordPress.org, refreshed twice daily — see methodology.

Compatible with WP 7.1

v1.1.1 Current Version v1.1.1

Updated 4 days ago Last Update on 19 Sep, 2026

Refreshed 14 hours ago Last Refreshed on

#6,329 of 12,463 in E-commerce Downloads -17.6% this week

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Rank

#60,208

— No change

Active Installs

-2%

KW Avg Position

N/A

— No change

Downloads

500

+2 today

Support Resolved

— No change

Rating

20%

Review 1 out of 5

1 (0 reviews)

Next Milestone 10

Total Progress 20%

0+ 10+

47,271

Ranks to Climb

Growth Needed

8,000,000

Active Installs

Pro

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Rank Changes

Current #60,208

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Active Installs Growth

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Active Installs 0,000,000+

Growth +0.0%

Peak 0,000,000

Downloads Growth

Downloads

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Reviews & Ratings

1.0

0 reviews

Overall 20%

0 (0%)

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Plugin Details

Version: 1.1.1
Last Updated: Sep 19, 2026
Requires WP: 6.0+
Tested Up To: 7.1
PHP Version: 7.4 or higher
Author: preciseexpressions

Support & Rating

Rating: ★ ☆ ☆ ☆ ☆ 1
Reviews: 0
Support Threads: 0
Resolved: 0%

Keywords

Product FAQ. product fit product guide returns woocommerce

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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. Deterministic suitability scoring and cross-variation suitability recommendations also do not require AI.

For a configured suitability product, shoppers answer guided questions and the server evaluates the configured product rules and variation data deterministically. Available purchasable variations can be compared; when more than one option has the same top suitable score, each tied option can be recommended. AI is not required.

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.