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Safety & trust · The four-layer stack

Trust is the product.
Safety is how we build it.

Identity verification, AI scam detection, mandatory human review and ongoing monitoring. On every profile, network-wide, before a member can ever reach your brand. It cannot be configured downward.

Mainstream only · No adult or sugar models · Zero tolerance for fake profiles

ID
Verified members
AI + human
Every profile
<0.3%
Network disputes
24/7
Human review
safety stack
Sample data
Members, verified. Before they reach your brand.
01
Identity verification
multi-factor · at signup
02
AI scam detection
images · text · behavioural signals
03
Human review, mandatory
every profile · 24/7
04
Ongoing monitoring
live behaviour · instant response
Fake profiles
Zero tolerance
Disputes
<0.3%
Configurable
Never downward
✓ Four layers, network-wideNo exceptions
Moderation is a revenue strategy

Most white-label platforms treat moderation as a cost to minimise. The result: platforms full of fake profiles, scammers, and contact harvesters.

Users notice. They leave. They request refunds. They warn their friends. They report to payment processors. The 'savings' from minimal moderation cost far more than proper moderation ever would.

Dating Partners takes the opposite approach. We invest heavily in moderation because:

  • Users who trust that profiles are real are more likely to upgrade
  • Users who have good experiences are more likely to renew
  • Users who don't encounter scammers don't request refunds
  • Brands that aren't associated with garbage don't suffer reputation damage
  • Payment processors don't put accounts under review

Every pound spent on moderation returns multiple pounds in conversion, retention, and reduced disputes. This isn't charity. It's business.

How we protect every profile

Three layers of protection. Mandatory, network-wide.

Every profile on every Dating Partners brand passes through three layers of protection before it can interact with other users. This isn't optional or configurable. It's how the platform works.

Layer 1

AI screening

Before a human ever sees a profile, automated systems scan:

Photos

  • AI-generated or deep-fake images
  • Stolen photos (reverse image matching)
  • Inappropriate or explicit content
  • Images without visible faces
  • Text overlays and embedded links
  • Underage-appearing individuals

Profile text

  • Email addresses, phone numbers, social handles
  • External links and URLs
  • Scam language patterns
  • Solicitation and contact harvesting attempts

Usernames & occupation

  • Contact information disguised as names
  • Inappropriate or offensive terms
  • Solicitation signals

Profiles that fail AI screening are rejected automatically. The user can revise and resubmit, but nothing problematic reaches the next layer.

Layer 2

Human review

Every profile that passes AI screening is then reviewed by a real person. Not a sample. Not 'high-risk' profiles only. Every single one.

Human reviewers check for:

  • Context that AI might miss
  • Subtle manipulation tactics
  • Appropriateness for the platform
  • Overall profile quality and authenticity

This is expensive. It's also why Dating Partners brands have fake profile rates that competitors can't match. Users feel the difference, and their behaviour reflects it.

No profile goes live without human approval. No exceptions.

Layer 3

Behavioural monitoring

Approval is just the beginning. Once profiles are active, continuous monitoring watches for:

  • Mass messaging and spam patterns
  • Harassment and abusive language
  • Attempts to share contact details in messages
  • Coordinated inauthentic behaviour
  • Patterns that indicate scam operations

Bad actors who passed initial review are caught by their behaviour and removed. This happens at network scale, patterns detected on one brand protect all brands.

What our moderation catches

A wide net. Tuned for dating.

Fake & misleading profiles

  • AI-generated faces and deep-fakes
  • Stolen photos from other sites
  • Stock photos and model images
  • Catfish attempts

Scams & exploitation

  • Romance scam patterns
  • Contact harvesting attempts
  • Financial exploitation setups
  • Phishing and external links

Inappropriate content

  • Explicit or sexual imagery
  • Underage-appearing photos
  • Offensive or hateful content
  • Violence or threats

Platform manipulation

  • Fake engagement patterns
  • Mass messaging spam
  • Sockpuppet networks
  • Terms of service violations

Contact harvesting

  • Email addresses in profiles
  • Phone numbers in bios
  • Social media handles
  • Messaging app usernames
Verified profiles

Optional ID verification for members who want to prove their authenticity.

Beyond our mandatory screening, we offer optional ID verification for members who want to prove their authenticity.

How it works

  1. 1.Users submit government ID through a secure verification partner
  2. 2.Verification confirms the person matches their profile
  3. 3.Verified users receive a visible badge on their profile
  4. 4.Other users can filter to show only verified matches

Why it matters for your brand

  • Attracts serious daters who value authenticity
  • Creates visible trust signals that elevate platform quality
  • Differentiates from competitors without verification
  • Optional nature means no friction added to registration

Verification is entirely voluntary, but the option to verify creates a quality signal that benefits everyone.

Every brand protected equally

Dating Partners operates consistent moderation standards across the entire network. This isn't negotiable by individual partners.

Why we don't allow 'flexible' moderation: If one brand in the network allows weak moderation, it damages everyone:

  • Bad actors blocked on one brand migrate to weaker ones
  • Network reputation suffers from association
  • Users lose trust in the broader ecosystem
  • Partners who invested in quality see their brands undermined

Instead, we enforce:

  • Same AI screening on every brand
  • Same human review requirements everywhere
  • Same behavioural monitoring network-wide
  • Same content standards across all sites

When you join Dating Partners, you're joining a network that maintains its standards. Your brand benefits from network-wide quality, and contributes to it.

How safety protects partners

User safety and partner commercial success are directly connected.

Real profilesUser trust
User trustMore upgrades
More upgradesBetter revenue
Fewer scamsFewer refunds
Fewer refundsProcessor health
Processor healthBusiness stability

The investment in moderation pays for itself many times over. Brands on Dating Partners operate with better metrics across the board, not despite the moderation investment, but because of it.

What we share with partners

We believe partners should understand how their brands are being protected. Through your partner dashboard, you can see:

  • Moderation queue status for your brand
  • Rejection rates and common reasons
  • Behavioural flags and actions taken
  • Verification adoption on your brand
  • Comparison to network averages

This transparency lets you understand the health of your user base and the work being done to protect it.

Our safety commitment
  • Every profile reviewed by AI before human eyes see it.
  • Every profile approved by a real person before it goes live.
  • Every message monitored for abuse and exploitation.
  • Every brand protected by network-wide standards.
  • Every partner given visibility into how their users are protected.

This is how Dating Partners operates. It's not optional. It's not configurable. It's the foundation everything else is built on.

Build on a
foundation you can trust.

Your brand deserves infrastructure that protects your users and your reputation. See what it's like to operate on a platform that takes safety seriously.