Practical website work
Visibility Lab product updates
These notes describe implemented changes. They do not imply that every real-use acceptance gate has passed.
Visibility Lab editorial · Published · AI-assisted preparation; product statements checked against recorded implementation.
29 October: saved-evidence operator pilot
An operator-only panel answers three questions from owned saved records: what is verified, what needs attention and when the evidence was recorded. It makes no model or website-writing call on opening. Its checks cover ownership, missing and stale data, injection text, repeated requests and storage failures. It is not a general customer chat launch.
29 October: safer replacement-link review
A reviewed draft requires a current source link, a confirmed404/410 response, an owned replacement and exact supporting quotes. Purpose, audience, format, accuracy and rights must be reviewed; suppression persists. Nothing is sent automatically. A possible opportunity is not an earned backlink, and a matching keyword is not enough to establish a useful replacement.
What still needs acceptance
A controlled WordPress test applied, publicly verified and restored metadata on a disposable page. The wording included navigation text, so quality acceptance failed and that defect was fixed. A clean automatic retest, live failure recovery, a fresh-owner timing test and three-site success remain open. Final monthly reporting also depends on a closed reporting period.
Evidence and sources
Product statements are based on VL's current implementation and recorded tests. Read the product update log for acceptance limits.
This page does not guarantee rankings, AI recommendations, traffic or enquiries. Read our editorial and evidence policy.