ClieziCLIEZI
Trust-first shopping intelligence

Cliezi is designed to make shopping feel safer, calmer, and easier to understand.

The goal is not to pressure people into buying. The goal is to reduce confusion, explain every recommendation, and protect shoppers from overpriced, risky, or misleading deals.

Privacy-firstSource transparencyNo fake urgencyConfidence labelsHuman-centered AI

The Trust Ledger

Every serious recommendation should explain what Cliezi knows, what it does not know, and why it reached a verdict.

Why this verdict?Clear reasons behind Buy, Wait, Negotiate, Skip, Watch, or Flip.
Sources usedlive shopping source, retailer data, marketplace listings, eBay sold comps, Mercari, and Cliezi outcomes.
Confidence levelHigh, medium, or low confidence so the AI never feels falsely certain.
Last checkedTime stamps show how fresh the price and risk signals are.
Risk factorsPrice inflation, unclear condition, suspicious links, fake urgency, and local marketplace warnings.
Better alternativesSafer options are shown when the cheapest choice is not the smartest choice.
Human brain psychology

Built to reduce cognitive load, not exploit it.

People freeze when they see too many choices. Cliezi simplifies shopping into a few clear decisions and explains the tradeoffs without pressure.

Choice control

Show Best Overall, Best Budget, Safest Pick, Best Local Deal, and Risky/Avoid instead of flooding users with endless options.

Ethical defaults

Default to Best Value, trusted retailers first, hidden risky listings, safer links, and privacy-protective settings.

Loss aversion used honestly

Warn when a listing may be overpriced or risky, but never invent fear or fake urgency to push a purchase.

Calm Mode

A setting for no pressure: no fake countdowns, no exaggerated urgency, just facts, sources, and the smartest next step.

Cliezi badge system

Badges must represent real trust signals. No fake awards, no fake endorsements, and no sponsored result hidden as a recommendation.

Cliezi CheckedVerified SourcePrice Drop VerifiedCommunity VerifiedSecure AccountPrivacy ProtectedSponsored - labeledRisk Reviewed
Transparency

How Cliezi makes money

Cliezi may earn from premium subscriptions, affiliate links, merchant tools, or sponsored placements in the future. Paid links must not change Cliezi Score, risk labels, confidence labels, or the Trust Ledger explanation.

Scores stay independent

Affiliate or sponsored relationships should not increase a product’s score.

Ads must be labeled

Sponsored results should be clearly marked and separated from organic recommendations.

Users come first

The smartest and safest buying decision should always come before revenue.