Duplicate Detection for Customer Testimonials
Automatically detect and block duplicate testimonials to keep your library clean. Flag repeated content, prevent spam, and review or merge submissions with confidence—no clutter, no repeats.
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Why It Matters
Discover how these features can transform your customer testimonial strategy
Catch Duplicates and Near‑Duplicates Automatically
Identify identical quotes, repeated video uploads, and copy‑pasted reviews using text similarity, media checks, and source matching. New submissions are scanned on arrival so you maintain an accurate, de‑duplicated library without manual policing.
Block Spam Before It Reaches Your Pages
Real‑time checks prevent known duplicates from being published or imported again. Set rules to auto‑reject obvious repeats, quarantine suspicious entries, and route edge cases to your moderation queue—keeping widgets and pages clean by default.
Review, Merge, or Whitelist with Confidence
See why an item was flagged, compare side‑by‑side, and choose to merge, approve, or dismiss. Add trusted sources to a whitelist, or mark recurring patterns for auto‑handling so your team spends time only where it’s needed.
Related Features
More features to help you collect better stories and build stronger credibility
Testimonial Management
Approve, tag, and organize submissions from one dashboard. Duplicates appear with clear status so reviewers can resolve them quickly.
"Duplicate flags made cleanup fast and reliable."
Tagging & Filtering
Filter out flagged duplicates from searches and views, or create queues for items that require review or merging.
"The team sees only clean, action‑ready items."
Social Proof Import
De‑duplicate as you import from Google, LinkedIn, Twitter/X, and more so external sources don’t inflate your counts.
"Imports stayed clean even across multiple sources."
Review Approval System
Route flagged submissions into your moderation flow with notes, reasons, and required actions before anything goes live.
"Flags appeared right in our approval queue."
Embed Widgets
Widgets automatically exclude duplicates and near‑duplicates so customers never see repeated testimonials on a page.
"Clean displays without manual curation."
Record Customer Video
Detect repeated video submissions or re‑uploads of the same clip before they clutter your gallery or analytics.
"No more duplicate clips slipping through."
Frequently Asked Questions about Duplicate 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