Human-Moderated Safety

Human-Moderated Safety

Automation on Voice XO exists to remove work from members, not to replace moderator judgement. Consequential decisions are reviewed by people.

Does a machine or a person decide moderation on Voice XO?

A person decides anything consequential. Reports reach moderators with the related media and an audit trail, and decisions that restrict an account are logged and reviewable.

  • Consequential moderation decisions are made by people
  • Reports reach human moderators with the related media and an audit trail attached
  • Automated decisions that restrict an account are logged and reviewable
  • Voice introductions are up to sixty seconds and are what members browse
  • Reports are reviewed by human moderators
  • One credit per voice approach, one per like; three are included free every 24 hours, and messaging is always free
  • ID verification is available to every member and required before upgrading
  • Data travels over encrypted connections and profile media is served through signed links

How it works

Reports are logged with an audit trail, so a decision can be explained after the fact rather than disappearing into a queue.

Detection models are reviewed continuously because the techniques they detect change continuously. Anything we cannot yet detect reliably is treated as a known gap rather than described as solved.

Where this fits in Voice XO

Voice XO is a voice-first dating app: members record a voice introduction of up to sixty seconds, and that recording is what others browse. Sending a voice approach costs one discovery credit and a like costs one, the free plan includes three every twenty-four hours, and replies inside an existing conversation are free.

ID verification is available to every member and required before upgrading or buying credits. Profile media is private and served through signed links, and data travels over encrypted connections.

Voice XO compared with photo-first dating apps

How human-moderated safety works on Voice XO versus the swipe-and-photo default.
What mattersVoice XOPhoto-first apps
Human-Moderated SafetyBuilt into the core product flow, not an add-onUsually absent, or sold as a paid extra
First impressionA voice introduction of up to sixty secondsA filtered photo and a short bio
Cost of a voice approachOne discovery credit — three free every 24 hoursFree and unlimited, so inboxes fill with copy-paste
IdentityID verification available to every member; age is set from the verified documentSelf-reported age, verification usually optional or cosmetic
IdentityOptional ID verification with a live selfie; verified profiles labelledSelf-declared profiles with no identity check
Media storagePrivate buckets served through short-lived signed linksPublicly reachable image URLs
Message privacyEncrypted connections; private, signed-link mediaMessages readable server-side

Frequently asked questions

Does a machine or a person decide moderation on Voice XO?
A person decides anything consequential. Reports reach moderators with the related media and an audit trail, and decisions that restrict an account are logged and reviewable.
How is this different from other dating apps?
Voice XO leads with a voice introduction instead of a photo grid, offers optional ID verification, and limits how many conversations can be opened per day so outreach cannot be mass-produced.
Is Voice XO free to use?
Yes. Creating a profile, recording a voice introduction and browsing members is free, and the free plan includes three voice-approach credits every twenty-four hours. Premium removes the daily limit.
Do I have to verify my ID?
You can use Voice XO before verifying. ID verification adds a visible verified label to your profile, sets your age from the document, and is required before you can upgrade or buy credits.
Do I need to upload a photo?
Yes. Your name and one profile photo are needed to appear in the feed and search. Each profile has a single photo; if you are ID-verified and change it, our team checks the new photo against your ID document again. Your media is stored privately and served through signed links rather than public URLs.