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Real audit: 6 of 6 AI tools recommended a resort. On a booking question, 1 of 6 named it. See why
Audit
The audit The platform
After the audit

The audit is the diagnosis. The platform is the weekly measurement that follows.

Vivander Visibility Monitoring lives at its own address, aivisibility.vivander.ai.

It takes the audit's results as a baseline and measures the same questions every week.

Visit the platform See plans and prices
Illustrative data for a fictional inn. The one-time audit scores 46, Structured: site 64, answers 44, off-site 40, AI 31. It sets the baseline and the questions. Weekly measurement then asks the same questions every week, and each week is compared to the audit baseline of 46, shown as a dashed line under nine weekly points.
Example: the audit sets the baseline that each week is read against.
Two sites, one method

What each site is for

You are here

audit.vivander.ai

The Vivander Audit: a one-time, numbered diagnostic. It finds where you stand in AI answers, why, and what to change first.

The other site

aivisibility.vivander.ai

Vivander Visibility Monitoring, the measurement platform. It runs a locked set of questions every week and shows whether your changes moved the answers.

  • Both use the same three results: mentioned, cited, recommended.
  • The audit tests seven AI platforms. Monitoring measures five, Google AI Mode among them, and six on Advanced.
  • Both are built and run by Vivander Advisors LLC, the consultancy behind the method.
The handoff

How the audit becomes your baseline

Step 1
The audit closes

Every answer, question and finding is recorded with its evidence.

Step 2
The platform ingests it

With a monitoring plan, your audit results become week zero on the platform.

Step 3
Weekly runs begin

The same questions, three runs per AI platform, every week.

Step 4
You log changes

The platform tests whether the next runs moved.

Example, illustrative data: a line chart of twelve weekly runs of the Live Visibility Score drawn against a dashed baseline from the audit, with a logged change marked at week 7.
Example with illustrative data. The dashed line is the audit baseline. The platform draws the weeks that follow.
On the platform

What you see every week

Live Visibility Score

Seven components read over your last four weekly runs, with the trend drawn against your audit baseline.

Every answer, saved

Every number opens to the questions and the full AI answers behind it. Nothing is a summary you have to trust.

Your changes, tested

Log a rewritten page or a corrected listing. The platform compares the same questions before and after.

Illustration of the platform dashboard: a score card, a weekly trend, and a list of questions with their results across AI platforms.
The platform dashboard. Current plans and prices are on the platform's pricing page.

Start with the audit, then keep measuring.

Request the audit here. When it closes, its results are waiting for you on the platform.

Ask for an audit quote Go to the platform