Spam Detection for Customer Testimonials
Automatically detect and quarantine fake or spammy testimonials. Flag risky submissions in real time—based on links, IPs, language, and more—so only credible reviews reach your pages or reports.
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Why It Matters
Discover how these features can transform your customer testimonial strategy
Real‑Time Screening That Blocks Bad Actors
Every submission is checked instantly for language anomalies, repeated links, profanity, disposable domains, IP reputation, device fingerprints, and rapid‑fire activity. High‑risk items are auto‑quarantined or blocked, keeping your library clean without manual policing.
Clear Reasons, Fast Review & Resolution
Flagged entries include reason codes and a risk score (e.g., link density, domain risk, duplicate text, velocity). Reviewers see evidence at a glance and can approve, reject, merge, or request verification—so genuine feedback gets through while spam is removed quickly.
Protect Widgets, Imports & Metrics by Default
Flagged testimonials are excluded from embeds, walls, and analytics until approved. Imports from external platforms are scanned on arrival, and moderation rules ensure bad data never inflates counts or appears on customer‑facing pages.
Related Features
More features to help you collect better stories and build stronger credibility
Duplicate Detection
Catch identical or near‑identical quotes and re‑uploaded videos to prevent low‑quality clutter alongside spam.
"Duplicates and spam now get filtered together."
Review Approval System
Route flagged items into a structured moderation flow with checklists for consent, attribution, and claims.
"Nothing risky goes live without review."
Testimonial Management
Centralize quarantined items, assign owners, and resolve spam flags with notes and an audit trail.
"The queue stays tidy and accountable."
Social Proof Import
Scan incoming reviews from Google, Trustpilot, Facebook, and CSV uploads to block spam on import.
"Bad reviews never made it into our library."
Tagging & Filtering
Filter views to hide flagged items and create reviewer queues for faster spam triage by product or region.
"Teams focus only on items that matter."
Review‑to‑Slack Notifications
Notify the right channel when a high‑risk submission is flagged so approvers can act immediately.
"Spam alerts reached the team in seconds."
Frequently Asked Questions about Spam Detection
Everything you need to know about our testimonial solution
Ready to try a better testimonial solution?
Start collecting powerful customer testimonials that convert visitors into customers.
Why customers love us:
- One-time payment, no recurring subscriptions
- Lightweight, fast-loading testimonial widgets
- Easy setup and maintenance with no technical skills
- Integrate with your existing tech stack
- Responsive support to help you succeed