Accuracy over quantity
We would rather show four offers we understand than four hundred we don't. Every offer on the site is a real record with a real source.
CouponsView is a savings intelligence engine, not a coupon directory. The promise is narrow and testable: find the best deal, know whether it works, never overpay again.
We would rather show four offers we understand than four hundred we don't. Every offer on the site is a real record with a real source.
No fabricated verification timestamps, no invented savings totals, no fake user counts, no imaginary merchant relationships. Where we don't know, the interface says so.
Ranking is driven by expected savings and the probability an offer works. Expected affiliate economics are capped and used only to break ties.
No hidden fake codes to trigger a click. If an offer needs no code, the button says Get Deal, because that's the truth.
Every score stores its component explanations, and the merchant page shows the verification history behind the recommendation.
Worked and didn't-work reports feed straight into confidence. Reports are rate-limited and dampened so one voice can't swing a score.
The catalogue currently contains a clearly flagged demo dataset used for interface development. Demo records are marked as demo in the database and labelled in the interface. They do not represent live affiliate relationships, real verification activity, or offers you can rely on.