Synthetic prototypeNo real people, businesses, allegations or customer identifiers.
Methodology

Verification is a chain,
not a green tick.

Quibble separates identity, dealing, evidence, notice, response and external outcomes so readers know exactly what was—and was not—checked.

01
Process layer

Identity

The reporter completes private verification through a mock provider. Quibble retains only a synthetic result—not an ID image.

02
Process layer

Interaction

A receipt, booking, contract, order or other record connects the reporter to the subject and event.

03
Process layer

Evidence

Files are scanned, hashed, isolated and reviewed for relevance. A separate redacted derivative may be approved for public display.

04
Process layer

Notice

The subject receives the proposed public wording and a meaningful opportunity to respond before publication.

05
Process layer

Human decision

A trained moderator chooses changes, rejection, publication or escalation with recorded reasons.

06
Process layer

Durable outcome

Responses, corrections, settlements, withdrawals and authoritative outcomes update the same stable record.

See it in context

Open a complete two-sided case.

Every badge has a limitation, every update has a date, and the response is never buried.

Read case QB-2407 →