<ul class="wccom-tick-list-primary">
<li>Overall Sentiment Analysis: Analyzes WooCommerce product reviews to determine the general sentiment (positive, neutral, negative).</li>
<li>Common Likes & Dislikes Extraction: Identifies recurring positive and negative themes in customer reviews.</li>
<li>Sentiment Timeline Chart: Displays sentiment trends over time with Cumulative, Daily, and Trend graphs.</li>
<li>CSV Export: Export sentiment data in CSV format</li>
</ul>
<hr />
Have you wondered how your customers truly feel about your products?
This tool helps you uncover the sentiment behind every review, offering a deeper understanding of customer satisfaction.
By analyzing feedback with advanced AI, it identifies key trends, highlights strengths, and pinpoints areas for improvement—all within an intuitive interface.

Stachethemes Review Sentiment AI

Stachethemes Review Sentiment AI analyzes customer reviews with AI, revealing sentiment, trends, and insights to help store owners improve decisions.

<h3>Keep your WooCommerce customer data accurate and reliable</h3>
Over time, WooCommerce stores can occasionally experience spikes in automated or scripted traffic that create large numbers of customer accounts.
These accounts often pass basic validation checks and may not be blocked by CAPTCHA or anti-spam solutions, especially when they originate from real checkout attempts or payment flows.
As a result, stores may end up with:
<ul>
<li>Hundreds or thousands of customer accounts with no orders</li>
<li>Repeated failed checkout attempts linked to the same customers</li>
<li>Rapid growth in the users table without real business value</li>
</ul>
Left unmanaged, they can:
<ul>
<li>Inflate customer counts</li>
<li>Reduce the accuracy of reports and analytics</li>
<li>Slow down admin pages on large stores</li>
</ul>
<a href="https://woocommerce.com/wp-content/uploads/2026/01/woo-customers-cleanup-spammy-users.png"><img class="aligncenter wp-image-18734006243237 size-large" src="https://woocommerce.com/wp-content/uploads/2026/01/woo-customers-cleanup-spammy-users.png?w=980" alt="" width="980" height="465" /></a>
<hr />
<h3>What this plugin does</h3>
<ul>
<li>Detects customers with no orders</li>
<li>Detects customers with multiple failed orders</li>
<li>Collects results using a safe background process</li>
<li>Stores results in optimized cache tables for fast access</li>
<li>Displays customers in clean, paginated admin tables</li>
<li>Generates summary reports and optional admin email notifications</li>
</ul>
The plugin runs background processes to safely collect customer data in batches, avoiding timeouts or memory issues — even on large stores.
<hr />
<h3>Smart customer identification</h3>
Instead of relying on simple rules, the plugin analyzes real WooCommerce data to detect customers who:
<ul>
<li>Have no orders</li>
<li>Have multiple failed orders</li>
</ul>
This approach makes the results reliable and specific to your store.
<a href="https://woocommerce.com/wp-content/uploads/2026/01/customers-cleanup-settings.png"><img class="aligncenter wp-image-18734006243243 size-large" src="https://woocommerce.com/wp-content/uploads/2026/01/customers-cleanup-settings.png?w=980" alt="" width="980" height="554" /></a>
<hr />
<h3>Clear review before action</h3>
The plugin does not delete anything automatically.
Instead, it provides:
<ul>
<li>Paginated admin tables</li>
<li>Detailed customer information</li>
<li>Order references for failed checkout attempts</li>
<li>Optional email summaries</li>
</ul>
You stay fully in control of every decision.

Customers Cleanup

Maintain a healthy WooCommerce customer database by identifying inactive and unsuccessful checkout accounts.
Automatically identify and manage fake customer accounts created by bots, failed checkouts, and abandoned payment attempts.

Stachethemes Review Sentiment AI vs Customers Cleanup