famaserver

<p>SpamBanana uses advanced Machine Learning (Logistic Regression + TF-IDF) to detect spam comments. Accuracy improves over time with admin feedback, reaching up to 99% after 2M feedbacks. No annoying CAPTCHAs needed!</p>
<h4>Features</h4>
<ul>
<li>AI-Powered Detection with Machine Learning</li>
<li>Accuracy improves over time (up to 99% with feedback)</li>
<li>Real-time Dashboard with Statistics</li>
<li>GeoIP Country Blocking</li>
<li>Admin Feedback System to improve AI</li>
<li>No CAPTCHA Required</li>
<li>Fast & Lightweight</li>
<li>Secure HMAC-SHA256 Authentication</li>
</ul>
<h4>How It Works</h4>
<ol>
<li>Install and activate the plugin</li>
<li>Get your free API keys from spambanana.com</li>
<li>Enter API keys in Settings</li>
<li>All comments are automatically checked</li>
<li>Provide feedback to improve AI accuracy</li>
</ol>
<h4>Admin Feedback System</h4>
<p>Help improve the AI by providing feedback on spam detection:<br />
* Mark false positives as “Not Spam”<br />
* Mark false negatives as “Spam”<br />
* AI learns from your feedback<br />
* Accuracy improves over time</p>
<h4>GeoIP Blocking</h4>
<p>Block spam by country:<br />
* Real-time IP geolocation<br />
* Select countries to block<br />
* Cached for performance</p>
<h4>Dashboard & Statistics</h4>
<ul>
<li>Total comments checked</li>
<li>Spam blocked count</li>
<li>Daily trends (7-90 days)</li>
<li>Top spam sources</li>
<li>Beautiful charts</li>
</ul>
<h3>External Services</h3>
<p>This plugin relies on external services to provide spam detection and geolocation features. Below is detailed information about each service:</p>
<h4>SpamBanana API (api.spambanana.com)</h4>
<p><strong>What it does:</strong> Analyzes comments using Machine Learning (Logistic Regression + TF-IDF) to detect spam.</p>
<p><strong>When data is sent:</strong> Every time a comment is submitted on your WordPress site (unless the user is logged in and you’ve disabled checking for logged-in users).</p>
<p><strong>What data is sent:</strong><br />
* Comment content (text)<br />
* Comment author name<br />
* Comment author email<br />
* Comment author IP address<br />
* Comment author website URL (if provided)<br />
* User agent string</p>
<p><strong>Why it’s needed:</strong> WordPress servers have limited resources. By processing spam detection on our dedicated ML servers, we:<br />
* Reduce load on your WordPress server<br />
* Provide faster spam detection<br />
* Use advanced Machine Learning models that would be too resource-intensive to run locally<br />
* Continuously improve accuracy through centralized learning from millions of comments<br />
* Reduce AI costs for users by sharing infrastructure</p>
<p><strong>Data retention:</strong> Comment data is stored temporarily for analysis and learning. Spam detection results are kept to improve the ML model accuracy over time.</p>
<p><strong>Privacy & Terms:</strong><br />
* Service Terms: https://spambanana.com/terms<br />
* Privacy Policy: https://spambanana.com/privacy<br />
* The service is GDPR compliant<br />
* No personal data is sold or shared with third parties</p>
<h4>IP-API.com (ip-api.com)</h4>
<p><strong>What it does:</strong> Provides geolocation data (country) based on IP addresses for the GeoIP blocking feature.</p>
<p><strong>When data is sent:</strong> Only when GeoIP blocking is enabled in settings, and only for new IP addresses not in cache (cached for 7 days).</p>
<p><strong>What data is sent:</strong><br />
* Visitor’s IP address only</p>
<p><strong>Why it’s needed:</strong> To identify the country of origin for comments, allowing you to block spam from specific countries if desired.</p>
<p><strong>Privacy & Terms:</strong><br />
* Service website: http://ip-api.com<br />
* Terms of Service: https://ip-api.com/docs/legal<br />
* This is a free service with rate limiting (45 requests per minute)</p>
<h3>Privacy Policy</h3>
<p><strong>User Data Protection:</strong><br />
* All data transmission uses secure HTTPS connections<br />
* Data is only sent when actively processing comments<br />
* Users can disable the plugin at any time to stop data transmission<br />
* GeoIP feature is optional and can be disabled<br />
* No tracking cookies or scripts are added to your site<br />
* GDPR compliant</p>
<h3>Support</h3>
<ul>
<li>Support: info@famaserver.com</li>
<li>Support: support@spambanana.com</li>
<li>Website: https://spambanana.com</li>
</ul>
<h3>Credits</h3>
<p>Developed by FamaServer Team<br />
Website: https://famaserver.com</p>


SpamBanana – AI Spam Protection

AI-powered spam detection for WordPress. Accuracy improves over time, reaching up to 99% with feedback. No CAPTCHA required!

Syed Balkhi

Dimitris Mitsis

Ernest Behinov

<h4>Anti-Spam Protection Without CAPTCHAs</h4>
<p>ActiveLayer is an intelligent anti-spam solution that stops <strong>contact form spam</strong>, <strong>comment spam</strong>, and registration spam without CAPTCHAs, puzzles, or extra steps for your visitors. Your forms stay fast and frictionless while unwanted messages get caught automatically.</p>
<p>Your time and attention are expensive — stop spending them on spam. ActiveLayer protects popular form builders like <strong>WPForms</strong>, <strong>Contact Form 7</strong>, <strong>Gravity Forms</strong>, <strong>Elementor Forms</strong>, <strong>Fluent Forms</strong>, and <strong>WS Form</strong>, plus <strong>native WordPress comments</strong>, <strong>WooCommerce</strong> (product reviews and customer registration), <strong>AffiliateWP</strong>, <strong>MemberPress</strong>, and <strong>BuddyPress / BuddyBoss signup forms</strong>, all from a single plugin. With 16 integrations, you manage all your spam protection from one settings page.</p>
<p><strong><a href="https://activelayer.com/?utm_source=wprepo&utm_medium=link&utm_campaign=liteplugin" rel="nofollow ugc">Create a free account and get started</a></strong></p>
<h4>Zero Friction Spam Filtering</h4>
<p>Most anti-spam tools either show visitors a CAPTCHA or make every form wait while the check runs. ActiveLayer takes a different approach. Async integrations complete immediately while background checks run through Action Scheduler; registration and inline-blocking integrations can run a synchronous check when spam must be stopped before an account, entry, or affiliate record is created.</p>
<p>This keeps normal form workflows fast while still allowing high-risk signup flows to block spam inline. If a submission is clean, notifications are sent as normal. If it is flagged, notifications are suppressed or the signup is blocked depending on the integration.</p>
<h4>Intelligent Spam Detection</h4>
<p>ActiveLayer analyzes submission patterns, content reputation, behavioral signals, and environment data to catch both automated bots and human bad actors with high accuracy. Unlike simple honeypot or keyword-blocklist approaches, ActiveLayer uses multiple signals to make smarter decisions about every submission.</p>
<p>Optional behavioral tracking monitors how users interact with your forms — keystrokes, mouse movements, touch events, and scroll patterns. Environment detection identifies headless browsers and automated tools. These client-side signals are sent alongside form data for deeper analysis.</p>
<h4>Per-Form Control and Sync Mode</h4>
<p>You decide exactly which forms to protect. ActiveLayer protects all supported forms and WooCommerce surfaces by default after your API key is connected — you can disable protection per form if needed. This gives you granular control over every contact form, registration form, or comment section on your site.</p>
<p>Sync Mode lets supported integrations wait for the API verdict before the submission completes, so spam can be blocked inline. By default, ActiveLayer runs checks asynchronously for maximum speed. Turn Sync Mode on when you prefer inline blocking and can tolerate a small added latency on submissions.</p>
<h4>Fail-Safe by Design</h4>
<p>If the ActiveLayer API is temporarily unavailable, your forms keep working. ActiveLayer is designed to <strong>fail open</strong> — it restores provider defaults, preserves every submission, and retries background checks automatically when connectivity returns. No lost submissions, no blocked emails, no broken forms.</p>
<p>Automatic retries handle transient failures. A built-in watchdog checks queue health every 15 minutes and shows admin notices when pending items build up or Action Scheduler is unavailable. You always know the status of your protection.</p>
<h4>Full Visibility Dashboard</h4>
<p>See exactly what is happening with your form protection at a glance. The ActiveLayer dashboard shows submission totals, spam caught, accuracy rates, queue health, and integration status — all in one place. Filter submissions by status or provider, and use bulk actions to recheck, mark as clean or junk, or trash items you no longer need.</p>
<p>Every submission is logged in a custom database table. You can review verdicts, recheck past submissions with a fresh API call, and override any decision. Debug logging (opt-in, PII-redacted) gives you even deeper insight when troubleshooting.</p>
<h4>Who Is ActiveLayer For?</h4>
<h3>Small Business Websites</h3>
<p>Protect your contact forms and inquiry forms without adding friction for potential customers. Async form submissions from real visitors go through instantly while junk gets caught behind the scenes.</p>
<h3>Bloggers and Publishers</h3>
<p>Stop comment spam on your posts without requiring readers to solve CAPTCHAs or prove they are human. ActiveLayer checks comments in the background and can auto-approve clean ones or auto-mark detected spam.</p>
<h3>Agencies Managing Multiple Sites</h3>
<p>One plugin covers WPForms, Contact Form 7, Gravity Forms, Elementor Forms, Fluent Forms, Formidable Forms, WooCommerce, and more — every integration managed from one settings page. No need to configure separate anti-spam tools for each form builder or WooCommerce surface your clients use.</p>
<h3>E-commerce and Service Businesses</h3>
<p>Keep inquiry and support forms clean while maintaining a fast, professional user experience. Async checks keep contact forms moving quickly, while registration gates can block spam accounts inline. <strong>WooCommerce stores</strong> get dedicated protection for product reviews and My Account customer registration — and the checkout itself is never gated, so spam protection can’t get in the way of a sale.</p>
<h3>Membership Sites and Online Communities</h3>
<p>Running a community on <strong>BuddyPress</strong> or <strong>BuddyBoss Platform</strong>? ActiveLayer hooks the public signup form and blocks spam registrations before they create fake accounts — no extra CAPTCHA in front of your real members, no manual moderation queue to babysit. The integration covers both free BuddyPress and BuddyBoss Platform with a dedicated admin toggle for each.</p>
<h4>Full ActiveLayer Feature List</h4>
<ul>
<li><strong>Async processing</strong> – Background queue via Action Scheduler for supported async integrations</li>
<li><strong>No CAPTCHA required</strong> – Invisible protection with zero friction for visitors</li>
<li><strong>WPForms integration</strong> – Per-form enable, async checks with email replay, optional sync-save strategy</li>
<li><strong>Contact Form 7 integration</strong> – Synchronous checks, field mapping via activelayer:* tags, per-form control</li>
<li><strong>Gravity Forms integration</strong> – Entry-based spam detection with per-form control and notification management</li>
<li><strong>Elementor Forms integration</strong> – Protect Elementor Pro form widgets with per-form spam filtering</li>
<li><strong>Fluent Forms integration</strong> – Per-form spam detection with email notification handling</li>
<li><strong>Formidable Forms integration</strong> – Notification interception and replay, sync fallback option</li>
<li><strong>Forminator integration</strong> – Form submission interception with per-form toggles and notification management</li>
<li><strong>Ninja Forms integration</strong> – Email action capture, clean verdict replay, spam suppression</li>
<li><strong>SureForms integration</strong> – Spam protection for SureForms with per-form control</li>
<li><strong>WS Form integration</strong> – Synchronous spam blocking before WS Form saves entries or runs actions, with per-form control</li>
<li><strong>WordPress Comments protection</strong> – Auto-approve clean comments, auto-spam detected ones, fail-open restore</li>
<li><strong>WooCommerce Reviews protection</strong> – Score every product review on submission, with optional verified-owner bypass, logged-in-user bypass, and high-confidence auto-delete</li>
<li><strong>WooCommerce Registration protection</strong> – Block bot signups on the My Account registration form before the account is created (the checkout flow is never gated, so it can’t block a purchase)</li>
<li><strong>BuddyPress signup protection</strong> – Block spam registrations on the public <code>/register/</code> page; sync check fires after BuddyPress’s own validation and writes the block message next to the username field</li>
<li><strong>BuddyBoss Platform signup protection</strong> – Same sync gate against the BuddyBoss Platform signup form, with automatic xprofile-name fallback because BuddyBoss auto-generates the username from the email</li>
<li><strong>AffiliateWP registration protection</strong> – Block bot affiliate signups before the affiliate and WordPress user are created; sync check fires after AffiliateWP’s own validation</li>
<li><strong>MemberPress registration protection</strong> – Block bot membership signups before the account is created; free, free-trial, and fully-discounted signups are gated by default, while paid checkouts are never blocked (opt in to gate those too)</li>
<li><strong>Silent discard for high-confidence spam</strong> – Optional hard-delete of comments and WooCommerce reviews that exceed a configurable spam score threshold (default 95), skipping spam-folder storage entirely</li>
<li><strong>Per-form toggles</strong> – Protection enabled by default per form; disable on individual forms as needed</li>
<li><strong>Sync Mode</strong> – Optional synchronous spam checks for inline blocking on supported integrations</li>
<li><strong>Dashboard analytics</strong> – Submission totals, spam caught, accuracy rates, queue health at a glance</li>
<li><strong>Submissions management</strong> – Filter by status and provider, bulk recheck, mark clean or spam, trash</li>
<li><strong>Fail-open architecture</strong> – Forms keep working if the API is temporarily unavailable</li>
<li><strong>Automatic retries</strong> – Failed submissions are re-queued and retried automatically</li>
<li><strong>Queue watchdog</strong> – 15-minute health checks with admin notices for stalled queues</li>
<li><strong>Behavioral signal collection</strong> – Keystroke, mouse, touch, and scroll tracking for deeper analysis</li>
<li><strong>Environment detection</strong> – Identifies headless browsers and automated submission tools</li>
<li><strong>Debug logging</strong> – Opt-in ring buffer (last 200 entries), PII-redacted, view and clear in admin</li>
<li><strong>Bulk recheck</strong> – Re-queue past submissions for fresh API verdicts anytime</li>
<li><strong>Default protection</strong> – Forms protected by default after API connection; disable per form if needed. Sanitized logging, masked secrets, hashed emails</li>
</ul>
<h4>Integrations</h4>
<ul>
<li><a href="https://wpforms.com/?utm_source=activelayer-wprepo&utm_medium=link&utm_campaign=liteplugin" rel="nofollow ugc">WPForms</a> (Lite and Pro)</li>
<li><a href="https://wordpress.org/plugins/contact-form-7/" rel="ugc">Contact Form 7</a></li>
<li><a href="https://www.gravityforms.com/" rel="nofollow ugc">Gravity Forms</a></li>
<li><a href="https://wordpress.org/plugins/elementor/" rel="ugc">Elementor Forms</a> (Pro)</li>
<li><a href="https://wordpress.org/plugins/fluentform/" rel="ugc">Fluent Forms</a></li>
<li><a href="https://wordpress.org/plugins/formidable/" rel="ugc">Formidable Forms</a></li>
<li><a href="https://wordpress.org/plugins/forminator/" rel="ugc">Forminator</a></li>
<li><a href="https://wordpress.org/plugins/ninja-forms/" rel="ugc">Ninja Forms</a></li>
<li><a href="https://wordpress.org/plugins/sureforms/" rel="ugc">SureForms</a></li>
<li><a href="https://wordpress.org/plugins/ws-form/" rel="ugc">WS Form</a></li>
<li>WordPress Comments (built-in)</li>
<li><a href="https://woocommerce.com/" rel="nofollow ugc">WooCommerce</a> (product reviews and customer registration)</li>
<li><a href="https://wordpress.org/plugins/buddypress/" rel="ugc">BuddyPress</a> (public signup form)</li>
<li><a href="https://www.buddyboss.com/platform/" rel="nofollow ugc">BuddyBoss Platform</a> (public signup form)</li>
<li><a href="https://affiliatewp.com/" rel="nofollow ugc">AffiliateWP</a> (affiliate registration form)</li>
<li><a href="https://memberpress.com/" rel="nofollow ugc">MemberPress</a> (membership registration form)</li>
</ul>
<h3>External services</h3>
<p>This plugin connects to the ActiveLayer API to analyze form submissions and comments for spam. It is the core service that powers all spam detection — without it, the plugin cannot classify submissions.</p>
<h4>ActiveLayer API</h4>
<p><strong>What it does:</strong> Provides spam detection verdicts (clean or spam) for form submissions and comments.</p>
<p><strong>When data is sent:</strong> Each time a protected form submission, comment, review, or registration is checked, the submission data is sent to the API for analysis. Depending on the integration, this can happen through the background queue or during a synchronous inline-blocking check.</p>
<p><strong>What data is sent:</strong><br />
* Submission content (name, email, message, URL if provided)<br />
* IP address and user agent of the submitter<br />
* Form metadata (form ID, form name, provider name)<br />
* Site URL and WordPress locale<br />
* Behavioral and environment signals (if enabled in settings)</p>
<p><strong>Service provider:</strong> ActiveLayer (<a href="https://activelayer.com/" rel="nofollow ugc">activelayer.com</a>)<br />
* <a href="https://activelayer.com/terms" rel="nofollow ugc">Terms of Service</a><br />
* <a href="https://activelayer.com/privacy" rel="nofollow ugc">Privacy Policy</a></p>


ActiveLayer Anti-Spam: Spam Protection for Forms & Comments

Intelligent spam protection for WordPress forms, comments, and reviews. No CAPTCHA needed. Works with WPForms, Contact Form 7, WooCommerce, and more.

SpamBanana – AI Spam Protection vs ActiveLayer Anti-Spam: Spam Protection for Forms & Comments