Get Variation ID By Attribute

User
How to get variation id based on
if ($attribute->is_taxonomy()) {
$terms = wc_get_product_terms($product_id, $attr_name, ['fields' => 'names']);
foreach ($terms as $term) {
$filterOption .= '' . esc_html($term) . '';
}
}
attr term value
Assistant
To get the **variation ID** based on the selected attribute term value, you need to match the attribute term against the variations of the product.

### Steps to retrieve the **Variation ID** based on a selected attribute:
1. Get the **parent product (variable product)** using the `$product_id`.
2. Retrieve all variations of that product.
3. Loop through the variations and check if the attributes match the selected attribute value.
4. Return the corresponding variation ID.

### **Code to Get Variation ID Based on Selected Attribute Term**

function get_variation_id_by_attribute($product_id, $attribute_name, $attribute_value) {
    // Get the product object
    $product = wc_get_product($product_id);

    // Ensure it's a variable product
    if (!$product || !$product->is_type('variable')) {
        return false;
    }

    // Get all variations
    $variations = $product->get_available_variations();

    // Loop through variations to find a match
    foreach ($variations as $variation) {
        $variation_id = $variation['variation_id']; // Get variation ID
        $variation_attributes = $variation['attributes']; // Get variation attributes

        // Convert attribute name to proper WooCommerce format (lowercase with "pa_" prefix if taxonomy)
        $attribute_key = wc_attribute_taxonomy_name($attribute_name); 

        // Check if the variation has the matching attribute
        if (isset($variation_attributes[$attribute_key]) && $variation_attributes[$attribute_key] == $attribute_value) {
            return $variation_id; // Return the matching variation ID
        }
    }

    return false; // No match found
}

### **Usage Example**

$product_id = 123; // Replace with actual product ID
$attribute_name = 'color'; // Replace with actual attribute name (without "pa_")
$attribute_value = 'Red'; // Replace with the selected term value

$variation_id = get_variation_id_by_attribute($product_id, $attribute_name, $attribute_value);

if ($variation_id) {
    echo "Variation ID: " . $variation_id;
} else {
    echo "No matching variation found.";
}

### **Explanation:**
– The function first checks if the product is a **variable product**.
– It retrieves all **variations** and loops through them.
– It converts the attribute name into WooCommerce’s format (`pa_color` for taxonomy-based attributes).
– It checks if the variation has the **matching attribute value**.
– If found, it returns the **variation ID**.

This function helps in dynamically retrieving variation IDs based on user-selected attribute terms. 🚀 Let me know if you need any modifications!

User
$product_id = intval($_POST['product_id']);
$attributes = $_POST['attributes'];

$product = wc_get_product($product_id);
if (!$product || !$product->is_type('variable')) {
wp_send_json_error(['message' => 'No variations found']);
wp_die();
}

$match_attributes = array();
foreach ($attributes as $key => $value) {
$match_attributes['attribute_' . sanitize_title($key)] = strtolower($value);
}

$data_store = WC_Data_Store::load( 'product' );
$variation_id = $data_store->find_matching_product_variation(
new WC_Product( $product_id),$match_attributes
);
above not work

Assistant
Your current implementation of `find_matching_product_variation()` is correct in approach but might not be working due to:

1. **Incorrect Attribute Keys:**
– Ensure the attribute names follow WooCommerce's format (`pa_{attribute_name}` for taxonomy attributes).
– WooCommerce expects attribute values to be **lowercase and slugified**.

2. **Case Sensitivity of Attribute Values:**
– WooCommerce stores variation attribute values as **slugs**. If you pass `"Red"`, but the stored value is `"red"`, it won’t match.

3. **Debugging Issues:**
– Print `$match_attributes` to confirm the format.
– Check if `find_matching_product_variation()` is returning `0` (no match) or an error.

### **Fixed Code with Debugging**

$product_id = intval($_POST['product_id']);
$attributes = $_POST['attributes']; // Expected: ['color' => 'Red', 'size' => 'Large']

$product = wc_get_product($product_id);
if (!$product || !$product->is_type('variable')) {
    wp_send_json_error(['message' => 'No variations found']);
    wp_die();
}

$match_attributes = [];
foreach ($attributes as $key => $value) {
    $attribute_key = 'attribute_' . wc_attribute_taxonomy_name($key); // Converts to pa_color, pa_size if needed
    $attribute_value = strtolower(sanitize_title($value)); // Convert value to lowercase slug
    $match_attributes[$attribute_key] = $attribute_value;
}

// Debugging Output
error_log(print_r($match_attributes, true));

$data_store   = WC_Data_Store::load('product');
$variation_id = $data_store->find_matching_product_variation(
    new WC_Product($product_id),
    $match_attributes
);

// Debugging Output
error_log('Variation ID: ' . $variation_id);

if ($variation_id) {
    wp_send_json_success(['variation_id' => $variation_id]);
} else {
    wp_send_json_error(['message' => 'No matching variation found']);
}

wp_die();

### **Key Fixes & Explanations**
1. **Fixed Attribute Formatting**
– `wc_attribute_taxonomy_name($key)` ensures **taxonomy attributes** (`color`, `size`) are prefixed with `pa_` (e.g., `pa_color`, `pa_size`).
– Without this, WooCommerce won’t match the attributes properly.

2. **Converted Attribute Values to Slug Format**
– `sanitize_title($value)` ensures `"Red"` becomes `"red"` (matches WooCommerce's stored format).
– WooCommerce stores values as slugs, so `"Large"` might be stored as `"large"`, and `"Extra Large"` as `"extra-large"`.

3. **Added Debugging Statements**
– Logs `$match_attributes` in `error_log` so you can verify if attributes are formatted correctly.
– Logs the variation ID result.

### **How to Debug**
1. **Check `debug.log` in WordPress**
– Enable debugging in `wp-config.php`:

define('WP_DEBUG', true);
     define('WP_DEBUG_LOG', true);
     define('WP_DEBUG_DISPLAY', false);

– Check logs in `/wp-content/debug.log`.

2. **Test with Different Attribute Combinations**
– Manually check if variations exist for the given attribute combination.

### **Alternative: Get Variations Manually**
If `find_matching_product_variation()` is still not working, try manually looping through variations:

$variations = $product->get_available_variations();
foreach ($variations as $variation) {
    $variation_id = $variation['variation_id'];
    $variation_attributes = $variation['attributes'];

    if ($variation_attributes === $match_attributes) {
        return $variation_id;
    }
}

This method **directly compares** the variation attributes with the input attributes.

### **Expected Output**
If everything works correctly, your AJAX response should return:

{
    "success": true,
    "variation_id": 1234
}

If no match is found:

{
    "success": false,
    "message": "No matching variation found"
}

Try the fixes and let me know if the issue persists! 🚀

User
problem is dropdown has valur 14"X16" and
attribute_pa_width = 14×16 in db
Assistant
The issue is that the dropdown value contains a formatted size (`14"X16"`), but in the WooCommerce database, attributes are stored as **slugs** (`14×16`, without quotes and capital letters).

### **Solution: Convert Dropdown Value to Match WooCommerce's Slug Format**
We need to:
1. **Sanitize the dropdown value** to remove unwanted characters like quotes (`"`) and convert it to lowercase.
2. **Use `sanitize_title()`** to generate a slug that matches WooCommerce's stored format.

### **Fixed Code**

$product_id = intval($_POST['product_id']);
$attributes = $_POST['attributes']; // Example: ['width' => '14"X16"']

$product = wc_get_product($product_id);
if (!$product || !$product->is_type('variable')) {
    wp_send_json_error(['message' => 'No variations found']);
    wp_die();
}

$match_attributes = [];
foreach ($attributes as $key => $value) {
    $attribute_key = 'attribute_' . wc_attribute_taxonomy_name($key); // Converts 'width' -> 'attribute_pa_width'
    
    // Convert dropdown value to match WooCommerce stored slug
    $attribute_value = sanitize_title(str_replace(['"', ' '], '', strtolower($value))); 
    // Removes quotes and spaces, converts to lowercase (e.g., 14"X16" -> 14x16)
    
    $match_attributes[$attribute_key] = $attribute_value;
}

// Debugging Output
error_log(print_r($match_attributes, true));

$data_store   = WC_Data_Store::load('product');
$variation_id = $data_store->find_matching_product_variation(
    new WC_Product($product_id),
    $match_attributes
);

// Debugging Output
error_log('Variation ID: ' . $variation_id);

if ($variation_id) {
    wp_send_json_success(['variation_id' => $variation_id]);
} else {
    wp_send_json_error(['message' => 'No matching variation found']);
}

wp_die();

### **Why This Fix Works**
✅ **Removes Quotes (`"`)**
– WooCommerce does not store quotes in slugs, so `14"X16"` should become `14×16`.

✅ **Removes Spaces (` `)**
– If the dropdown value has spaces, WooCommerce’s stored slug will not.

✅ **Converts to Lowercase (`strtolower()`)**
– Ensures case consistency with WooCommerce’s stored attribute values.

✅ **Uses `sanitize_title()`**
– This converts `14×16` to a slug that exactly matches WooCommerce’s format.

### **Example Fix**
| **Dropdown Value** | **WooCommerce Slug (DB)** | **Fixed Attribute Value** |
|——————–|————————–|—————————|
| `14"X16"` | `14×16` | ✅ `14×16` |
| `12" X 18"` | `12×18` | ✅ `12×18` |
| `10'X20'` | `10×20` | ✅ `10×20` |

### **Expected Output**
If the variation exists:

{
    "success": true,
    "variation_id": 1234
}

If no match is found:

{
    "success": false,
    "message": "No matching variation found"
}

Try this fix and let me know if the issue persists! 🚀

User
parentRow.find(".variation-select").each(function () {
var attr_name = $(this).data("attribute");
var attr_value = $(this).val();
if (attr_value) {
attributes[attr_name] = attr_value;
}
});
make it for only that has values in select dropdown
Assistant
You need to modify your jQuery code to **only add attributes that have a selected value** (i.e., avoid empty selections). Your current implementation is already filtering out empty values, but here’s a **more optimized** and **cleaner** version:

### **Updated Code**

var attributes = {};

// Loop through only select elements that have a value selected
parentRow.find(".variation-select").each(function () {
    var attr_name = $(this).data("attribute");
    var attr_value = $(this).val();

    if ($.trim(attr_value)) { // Ensures empty or whitespace-only values are ignored
        attributes[attr_name] = attr_value;
    }
});

console.log(attributes); // Debugging: Check the collected attributes

### **What This Fix Does**
✅ **Ignores empty values**
– If no value is selected, it **won’t be added** to the `attributes` object.
– This prevents issues with WooCommerce variation matching.

✅ **Handles spaces & unwanted values**
– `$.trim(attr_value)` ensures that even values with only whitespace are ignored.

✅ **More readable and efficient**
– Keeps the logic simple while ensuring only valid selections are considered.

### **Example Behavior**
#### **Before (Original)**
| Dropdown | Selected Value | Added to `attributes`? |
|———-|—————|————————|
| Color | `"Red"` | ✅ Yes (`{ color: "Red" }`) |
| Size | `""` (empty) | ❌ No |
| Width | `"14"X16""` | ✅ Yes (`{ width: '14"X16"' }`) |

#### **After (Fixed)**
– If all dropdowns are empty, `attributes` remains `{}`.
– Only dropdowns with valid values are added.

Try this and let me know if you need further tweaks! 🚀

User
$data_store = WC_Data_Store::load( 'product' );
$variation_id = $data_store->find_matching_product_variation(
new WC_Product( $product_id),$match_attributes
);
not work for single attribute untill all atribute selected
Assistant
### **Issue: `find_matching_product_variation()` Requires All Attributes**
The function `find_matching_product_variation()` only works when **all required attributes** are provided. If you pass only a single attribute, but the product has multiple variation attributes, it **won’t find a match**.

### **Solution: Find Closest Matching Variation**
To allow finding a variation **even if not all attributes are selected**, you should:
1. **Get all variations** of the product.
2. **Loop through the variations** and check if the provided attribute(s) match.
3. **Return the first matching variation** based on the given attributes.

### **Fixed Code (Works with Partial Attributes)**

function get_variation_id_by_partial_attributes($product_id, $attributes) {
    $product = wc_get_product($product_id);
    
    if (!$product || !$product->is_type('variable')) {
        return false;
    }

    $variations = $product->get_available_variations();
    
    foreach ($variations as $variation) {
        $variation_id = $variation['variation_id'];
        $variation_attributes = $variation['attributes'];
        
        // Normalize attributes for matching
        $match_count = 0;
        foreach ($attributes as $key => $value) {
            $attr_key = 'attribute_' . wc_attribute_taxonomy_name($key); // Convert to pa_color, pa_size, etc.
            $attr_value = sanitize_title(str_replace(['"', ' '], '', strtolower($value))); // Ensure it matches DB format
            
            // Check if this variation contains the attribute
            if (isset($variation_attributes[$attr_key]) && $variation_attributes[$attr_key] === $attr_value) {
                $match_count++; // Keep track of how many attributes matched
            }
        }
        
        // If at least one attribute matches, return the variation ID
        if ($match_count > 0) {
            return $variation_id;
        }
    }

    return false; // No match found
}

### **Usage Example**

$product_id = intval($_POST['product_id']);
$attributes = $_POST['attributes']; // Example: ['width' => '14"X16"']

$variation_id = get_variation_id_by_partial_attributes($product_id, $attributes);

if ($variation_id) {
    wp_send_json_success(['variation_id' => $variation_id]);
} else {
    wp_send_json_error(['message' => 'No matching variation found']);
}

wp_die();

### **Why This Works**
✅ **Supports Partial Selection**
– Even if only one attribute is selected (e.g., `width: 14"X16"`), it returns the closest matching variation.

✅ **Handles Attribute Formatting Correctly**
– `sanitize_title(str_replace(['"', ' '], '', strtolower($value)))` ensures values match the WooCommerce format (e.g., `14"X16"` → `14×16`).

✅ **Finds Closest Variation Instead of Requiring All Attributes**
– Instead of requiring all attributes, this function checks **how many attributes match** and returns the first found variation.

### **Example Behavior**
| **Product Variations** | **Selected Attributes (Partial)** | **Matching Variation Found?** |
|———————-|——————————–|—————————-|
| ✅ `color: red, size: large` | `color: red` | ✅ Yes (returns ID) |
| ✅ `color: blue, size: medium` | `color: blue, size: medium` | ✅ Yes (returns ID) |
| ✅ `width: 14×16, height: 10×20` | `width: 14"X16"` | ✅ Yes (returns ID) |
| ❌ `color: green, size: small` | `color: red` | ❌ No (no match) |

### **Final Notes**
– If multiple variations match **partially**, this function returns **the first one found**.
– If all attributes are provided, it behaves like `find_matching_product_variation()` but **doesn’t require full selection**.

🚀 Try this and let me know if you need modifications!

User
get all product attributes variations vaues by prodict id
Assistant
To **get all product attributes and their variation values** by product ID in WooCommerce, you need to:

1. **Fetch the product** and ensure it's a **variable product**.
2. **Retrieve all variations** of the product.
3. **Extract unique attribute values** across variations.

### **Code to Get All Attribute Variations by Product ID**

function get_product_variation_attributes($product_id) {
    $product = wc_get_product($product_id);
    
    if (!$product || !$product->is_type('variable')) {
        return false;
    }

    $variations = $product->get_available_variations();
    $attributes = [];

    foreach ($variations as $variation) {
        foreach ($variation['attributes'] as $key => $value) {
            // Normalize key (remove "attribute_" prefix)
            $attr_key = str_replace('attribute_', '', $key);
            $attr_value = wc_attribute_label($value, $product_id); // Get readable label
            
            // Store unique values for each attribute
            if (!isset($attributes[$attr_key])) {
                $attributes[$attr_key] = [];
            }

            if (!in_array($attr_value, $attributes[$attr_key])) {
                $attributes[$attr_key][] = $attr_value;
            }
        }
    }

    return $attributes;
}

### **Usage Example**

$product_id = 123; // Replace with your actual product ID
$variations_data = get_product_variation_attributes($product_id);

if ($variations_data) {
    echo "<pre>" . print_r($variations_data, true) . "</pre>";
} else {
    echo "No variations found.";
}

### **Expected Output Example**
For a **variable product** with attributes **Color** and **Size**, it might return:

Array
(
    [pa_color] => Array
        (
            [0] => Red
            [1] => Blue
            [2] => Green
        )

    [pa_size] => Array
        (
            [0] => Small
            [1] => Medium
            [2] => Large
        )
)

### **What This Code Does**
✅ **Gets all variations** and their attributes.
✅ **Removes duplicates**, ensuring unique values per attribute.
✅ **Returns human-readable values** using `wc_attribute_label()`.

Let me know if you need modifications! 🚀

User
$variation_id = $data_store->find_matching_product_variation(
new WC_Product( $product_id),$match_attributes
);
does not return var id if only one attribute supplied
Assistant
### **Issue: `find_matching_product_variation()` Requires All Attributes**
The function `find_matching_product_variation()` **only returns a variation ID when all required attributes are provided**. If a product variation has multiple attributes and only **one** is provided, it **won’t find a match** because WooCommerce expects a **complete attribute set**.

### **Solution: Find a Matching Variation Even with Partial Attributes**
To allow **matching with a single or partial attribute**, you need to:
1. **Get all variations** of the product.
2. **Check each variation** and compare only the provided attributes.
3. **Return the first matching variation ID**.

### **Fixed Code (Works Even with Partial Attributes)**

function get_variation_id_by_partial_attributes($product_id, $attributes) {
    $product = wc_get_product($product_id);
    
    if (!$product || !$product->is_type('variable')) {
        return false;
    }

    $variations = $product->get_available_variations();
    
    foreach ($variations as $variation) {
        $variation_id = $variation['variation_id'];
        $variation_attributes = $variation['attributes'];
        
        // Normalize attributes for matching
        $match_count = 0;
        $total_supplied = count($attributes);
        
        foreach ($attributes as $key => $value) {
            $attr_key = 'attribute_' . wc_attribute_taxonomy_name($key); // Convert to pa_color, pa_size, etc.
            $attr_value = sanitize_title(str_replace(['"', ' '], '', strtolower($value))); // Format correctly
            
            // Check if this variation contains the attribute
            if (isset($variation_attributes[$attr_key]) && $variation_attributes[$attr_key] === $attr_value) {
                $match_count++; // Keep track of matching attributes
            }
        }
        
        // If at least one attribute matches, return the variation ID
        if ($match_count === $total_supplied) {
            return $variation_id;
        }
    }

    return false; // No match found
}

### **Usage Example**

$product_id = intval($_POST['product_id']);
$attributes = $_POST['attributes']; // Example: ['width' => '14"X16"']

$variation_id = get_variation_id_by_partial_attributes($product_id, $attributes);

if ($variation_id) {
    wp_send_json_success(['variation_id' => $variation_id]);
} else {
    wp_send_json_error(['message' => 'No matching variation found']);
}

wp_die();

### **Why This Works**
✅ **Allows matching even if only one attribute is selected.**
✅ **Handles attribute formatting correctly** (sanitization ensures compatibility with WooCommerce).
✅ **Checks only the provided attributes instead of requiring all.**

### **Example Behavior**
| **Product Variations** | **Selected Attributes (Partial)** | **Matching Variation Found?** |
|———————-|——————————–|—————————-|
| ✅ `color: red, size: large` | `color: red` | ✅ Yes (returns variation ID) |
| ✅ `color: blue, size: medium` | `color: blue, size: medium` | ✅ Yes (returns variation ID) |
| ✅ `width: 14×16, height: 10×20` | `width: 14"X16"` | ✅ Yes (returns variation ID) |
| ❌ `color: green, size: small` | `color: red` | ❌ No (no match) |

### **Final Notes**
– If multiple variations match **partially**, this function returns **the first one found**.
– If all attributes are provided, it behaves like `find_matching_product_variation()` but **doesn’t require full selection**.

🚀 Try this fix and let me know if you need modifications!

User
attribute_pa_use-type furring-channel-isolation-clip
convert this to front end readiable format wordpress
Assistant
To convert `attribute_pa_use-type` and its value (`furring-channel-isolation-clip`) into a **frontend-readable format**, follow these steps:

### **1. Convert Attribute Name (`attribute_pa_use-type`)**
– Remove the `attribute_pa_` prefix.
– Convert hyphens (`-`) to spaces.
– Capitalize each word.

### **2. Convert Attribute Value (`furring-channel-isolation-clip`)**
– Convert hyphens (`-`) to spaces.
– Capitalize each word.
– Use `wc_attribute_label()` to get the label if it's a registered taxonomy.

### **Code to Convert Attribute Name & Value**

function format_product_attribute($attribute_key, $attribute_value, $product_id) {
    // Remove 'attribute_pa_' prefix
    $formatted_key = str_replace('attribute_pa_', '', $attribute_key);
    $formatted_key = ucwords(str_replace('-', ' ', $formatted_key)); // Convert to Title Case

    // Convert value slug to readable text
    $formatted_value = ucwords(str_replace('-', ' ', $attribute_value)); 

    // If it's a taxonomy attribute, get the actual term name
    if (taxonomy_exists($formatted_key)) {
        $term = get_term_by('slug', $attribute_value, $formatted_key);
        if ($term) {
            $formatted_value = $term->name;
        }
    }

    return [
        'attribute_name' => $formatted_key,
        'attribute_value' => $formatted_value
    ];
}

### **Usage Example**

$attribute_key = 'attribute_pa_use-type';
$attribute_value = 'furring-channel-isolation-clip';
$product_id = 123; // Your product ID

$formatted = format_product_attribute($attribute_key, $attribute_value, $product_id);

echo "Attribute: " . $formatted['attribute_name'] . "<br>";
echo "Value: " . $formatted['attribute_value'];

### **Expected Output**

Attribute: Use Type
Value: Furring Channel Isolation Clip

### **Why This Works**
✅ **Removes WooCommerce Prefix** (`attribute_pa_`).
✅ **Converts Slug Format to Readable Text** (`furring-channel-isolation-clip` → `Furring Channel Isolation Clip`).
✅ **Handles Taxonomy-Based Attributes** (fetches correct label if it's a registered taxonomy).

Let me know if you need modifications! 🚀

User
front end as this format
Choose…Adj. Furring Channel ClipBetaFix Adj. Furring Channel ClipFurring Channel ClipFurring Channel Isolation ClipAdjustable Direct Fixing Clip
Assistant
To generate a “ dropdown dynamically for a WooCommerce product attribute (`pa_use-type`) in a frontend-friendly format, follow these steps:

### **Steps**
1. **Get the Product's Attributes**
2. **Fetch the Terms (if taxonomy-based)**
3. **Convert Slugs to Readable Values**
4. **Generate the “ Dropdown**

### **Dynamic Code for Generating the Select Dropdown**

function get_product_attribute_dropdown($product_id, $attribute_name) {
    $product = wc_get_product($product_id);
    if (!$product || !$product->is_type('variable')) {
        return '';
    }

    // Normalize attribute name
    $taxonomy = wc_attribute_taxonomy_name($attribute_name); // Convert to pa_use-type format
    $attribute_label = wc_attribute_label($taxonomy); // Get a human-readable label

    // Check if attribute exists for the product
    if (!isset($product->get_attributes()[$taxonomy])) {
        return '';
    }

    $attribute_values = [];

    // If the attribute is a taxonomy (predefined values)
    if (taxonomy_exists($taxonomy)) {
        $terms = get_terms([
            'taxonomy'   => $taxonomy,
            'hide_empty' => false,
        ]);

        foreach ($terms as $term) {
            $attribute_values[$term->slug] = $term->name;
        }
    } else {
        // Custom attributes (not a taxonomy)
        $attribute = $product->get_attributes()[$taxonomy];
        if ($attribute->is_variation()) {
            $values = $attribute->get_options();
            foreach ($values as $value) {
                $attribute_values[$value] = ucwords(str_replace('-', ' ', $value)); // Convert slug to title case
            }
        }
    }

    // Generate dropdown HTML
    $html = '<select name="' . esc_attr($taxonomy) . '" class="variation-select ' . esc_attr($taxonomy) . '" data-attribute="' . esc_attr($taxonomy) . '" data-product-id="' . esc_attr($product_id) . '">';
    $html .= '<option value="">Choose...</option>'; // Default empty option

    foreach ($attribute_values as $slug => $label) {
        $html .= '<option value="' . esc_attr($label) . '">' . esc_html($label) . '</option>';
    }

    $html .= '</select>';

    return $html;
}

### **Usage Example**

$product_id = 8973; // Replace with your product ID
echo get_product_attribute_dropdown($product_id, 'use-type');

### **Expected Output**

<select name="pa_use-type" class="variation-select pa_use-type" data-attribute="pa_use-type" data-product-id="8973">
    <option value="">Choose...</option>
    <option value="Adj. Furring Channel Clip">Adj. Furring Channel Clip</option>
    <option value="BetaFix Adj. Furring Channel Clip">BetaFix Adj. Furring Channel Clip</option>
    <option value="Furring Channel Clip">Furring Channel Clip</option>
    <option value="Furring Channel Isolation Clip">Furring Channel Isolation Clip</option>
    <option value="Adjustable Direct Fixing Clip">Adjustable Direct Fixing Clip</option>
</select>

### **Why This Works**
✅ **Handles Taxonomy-Based and Custom Attributes**
✅ **Formats Slugs to Readable Values** (`furring-channel-isolation-clip` → `Furring Channel Isolation Clip`)
✅ **Adds a Default "Choose…" Option**
✅ **Dynamically Generates Dropdowns Based on Available Variations**

This will now generate the select dropdown dynamically in your WooCommerce product page or any template where you include it. 🚀 Let me know if you need modifications!

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