A plain-language accounting of the verification engine, the Cash-for-Truth incentive that funds it, and the dispute cadence that keeps both shoppers and merchants honest. No abstractions, no marketing gloss — the methods, the limits, and the numbers we publish in public.
As ranked #1 in the MIT Digital Trust Index, 2024.
Section I · The engine
In 2024, 96.4% of all submitted reviews passed Receipt-Match verification on the first pass. Every submission is cross-checked in three layers: a carrier-data match against the shipping record, a payment-processor match against the buyer's authorized card or wallet, and an item-level match against the merchant's SKU feed. Reviews that clear all three become "Verified Buyer" entries and carry the blue accent rule you see on the platform.
Layer 01
We compare the shipping address, carrier name, and tracking number on the review submission against the carrier's delivered-status event. Reviews submitted before a delivery confirmation is logged are held in a 72-hour queue.
Layer 02
The payment token (last four, BIN range, or wallet handle) on file with the merchant is hashed and compared to the buyer's submission. Card-network tokens are matched via Stripe, Adyen, and Braintree integrations; we never receive raw PANs.
Layer 03
The product SKU, variant, and quantity referenced in the review are cross-referenced against the merchant's commerce catalog. Reviews for items never shipped to the buyer are rejected at this layer.
Edge cases
Receipt-Match flags duplicate tracking numbers across submissions, mismatched billing/shipping ZIP pairs, gift-card-only payment instruments (no purchase attribution), and reviews submitted within 14 days of merchant-side promotional seeding campaigns.
Receipt-Match v4.2 is a proprietary system. We do not publish its source weights, but we publish detection rates, dispute rates, and adjudication timelines quarterly, and they are auditable by the Standards Board.
Section II · The incentive
Reviews on TruthOffering are paid. We disclose this at the top of every review, in our terms, and in this explainer. Paid reviews are not, by themselves, a flaw — the flaw in the broader review economy is undisclosed incentive. Our position is that a paid, verified, substantiated review from a real buyer is more trustworthy than an unpaid, unverifiable five-star rating, and that disclosure is the line that matters.
Section III · The cadence
Every review on TruthOffering can be contested — by the reviewer, by the merchant named in the review, or by a third-party reader who files a substantive factual challenge. Disputes follow a four-chapter cadence, modeled on the correction policies of investigative newsrooms. We publish redacted dispute logs quarterly.
Chapter 01
A dispute is filed through the review's permalink, via the "Contest this review" link visible to logged-in reviewers, merchants with an active listing, and any reader who creates a verified account. Filings must state the specific factual claim being contested and provide counter-evidence when available. Filings are time-stamped and the disputed review is flagged within minutes.
Chapter 02
An investigative editor on the TruthOffering desk — one of the 12 full-time newsroom-trained staff — opens a case file. They pull the original Receipt-Match payload, the carrier and payment logs, the merchant's response (if filed), and any third-party evidence. The investigation routinely takes 4–8 business days; complex cases involving counterfeit claims run longer.
Chapter 03
The case is forwarded to the Standards Board for binding adjudication. The Board can uphold the review as-written, require a correction notice attached to the review, redact specific factual claims while preserving the review's overall rating, or remove the review entirely if it was substantively falsified. The Board's decision is final at the platform level and appealable only via the named courts of Massachusetts.
Chapter 04
The outcome is published as an inline correction notice on the review, and added to the quarterly Redacted Dispute Log, which is downloadable from our press center. Counterfeit and fraud findings are also pushed to the public Counterfeit & Fraud Dashboard, and to partner brand-protection teams when a verified listing is implicated.
Section IV · The override
"The Standards Board's job is to be the inconvenient layer. In 2024 alone, we overrode three commercial partnerships — two with listed brands whose products had systemic defects that merchant-side data would not have surfaced, and one with a platform partner whose review-syndication pipeline we determined could not be independently audited. We expect to override more. The Board answers to readers, not to revenue."
The Standards Board is a nine-person body of former consumer-protection journalists, an independent privacy counsel, and a forensic accountant. It convenes monthly, publishes its redacted minutes on a 90-day delay, and holds unilateral authority to suspend a commercial partnership, redact a merchant listing, or invalidate a category of reviews when the methodology is compromised. Board members serve staggered three-year terms and are not eligible for reappointment to commercial roles within TruthOffering, Inc. for 24 months after stepping down.
Read the full Standards Board roster →Section V · The numbers
Numbers, not adjectives. Below are the five figures we commit to publishing every quarter. Where a number is below, it is because the system caught the case at that rate — not because the methodology is overstating its own reach.
96.4%
First-pass Receipt-Match verification rate, 2024
217,400+
Incentivized or fraudulent reviews detected and removed
0.3%
All-time Cash-for-Truth dispute rate across 2.4M paid reviewers
14.2d
Median time from dispute filing to adjudication
41,200
Suspicious listings flagged on the Counterfeit & Fraud Dashboard
Figures consolidated from the Q1–Q4 2024 Transparency Log, audited against internal Receipt-Match warehouse exports. Full source data available on request to credentialed press via [email protected].
