LaudStack
Trust & Quality

The LaudStack Trust Framework

LaudStack only works if you can trust what you read here. This page explains exactly how we ensure the quality and authenticity of every listing, review, and ranking on the platform.

Four pillars of trust

Verified Listings

Every product launched on LaudStack is manually reviewed by our team before going live. We verify that the product exists, is actively maintained, and meets our quality bar. We reject listings that are vaporware, clones, or spam.

  • Manual review of every new submission
  • Website and product functionality check
  • Founder identity verification for Pro listings
  • Ongoing monitoring for abandoned or defunct tools

Authentic Reviews

Our review system is designed to surface genuine user experiences. We use multiple signals to detect and remove fake or incentivized reviews, and we clearly label verified purchasers.

  • Email verification required for all reviewers
  • Verified Purchase badge for confirmed users
  • AI-assisted detection of low-quality or fake reviews
  • Founders can flag suspicious reviews for investigation
  • No anonymous reviews — all reviewers have profiles

Transparent Rankings

Our ranking algorithm is public. We don't sell placements, and we don't accept payment to boost a product's position. Rankings are based entirely on community signals.

  • Algorithm weights published in our docs
  • No paid placements in search or browse results
  • Featured tools are editorially selected, clearly labeled
  • Rank history is publicly visible on every product page

Data Privacy

We take user privacy seriously. We collect only what we need to run the platform, we never sell your data, and we give you full control over your account and contributions.

  • No sale of user data to third parties
  • GDPR-compliant data handling
  • Full account deletion on request
  • Transparent cookie and tracking policy
Ranking Algorithm

How rankings are calculated

Our ranking score is a weighted composite of the following signals. The formula is applied identically to every product — no exceptions.

SignalWeightDescription
Average Rating
30%
Weighted average of all verified reviews, with recency bias.
Review Volume
20%
More reviews = more signal. Minimum 3 reviews required to rank.
Laud Count
20%
Community lauds from verified users, with velocity weighting.
Review Quality
15%
Reviews with pros/cons, use cases, and detailed body score higher.
Recency
10%
Tools with recent activity (reviews, updates) rank higher.
Verification Status
5%
Verified and Pro listings receive a small trust bonus.
Prohibited Behaviour

What we don't allow

Violations of these rules result in immediate removal of the listing, review, or account — and may be reported to relevant authorities.

  • Paying for reviews or lauds
  • Posting fake or incentivized reviews
  • Creating multiple accounts to game rankings
  • Impersonating other products or founders
  • Launching tools that don't exist or aren't functional
  • Using LaudStack data for spam or unsolicited outreach

See something suspicious?

If you spot a fake review, a misleading listing, or any other violation of our Trust Framework, please report it. Our team reviews every report within 48 hours.

Founder Guidelines

If you're a founder listing your product on LaudStack, read our full founder guidelines to understand what's expected and how to make the most of your listing.