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The platform The audit
Before the platform

The platform measures every week. The audit is the diagnosis that comes first.

The Vivander Audit lives at its own address, audit.vivander.ai.

It is a one-time, numbered diagnostic of how seven AI platforms find, describe and recommend your business.

Illustrative data. Twelve weekly runs of the Live Visibility Score, from 41 to 52, against a dashed first benchmark of 41 from the audit. A change is logged at week 7. Shaded bands mark Reactive, Structured and Integrated.
Example. The audit sets the first benchmark; monitoring tracks each week after.
Two sites, one method

What each site is for

You are here

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.

The other site

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.

  • Both use the same three results: mentioned, cited, recommended.
  • The audit tests seven AI platforms. Monitoring measures five, six on Advanced, and adds Copilot or Claude to any plan.
  • Both are built and run by Vivander Advisors LLC, the consultancy behind the method.
The audit

What the audit checks

Your website and records

Pages, structured data, crawler access, place records, directories and reviews. Every check names the page and the fix.

The AI testing

Questions written in your buyers' words, asked with and without your name, on seven AI platforms, several runs each.

Verified twice

Every result is read a second time and validated by an outside AI reader before a finding is written.

The stages of the audit drawn left to right: site checks, AI testing, off-site sources, verification, and the plan.
The audit's stages. Each one closes with a numbered gate before the next begins.
The handoff

How the audit becomes your baseline here

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 this platform.

Step 3
Weekly runs begin

The same questions, three runs on each AI tool in your plan, every week.

Step 4
You log changes

The platform tests whether the next runs moved.

The audit's document set: a condensed summary, a visibility review, the implementation plan and the evidence register.
What the audit delivers. The implementation plan puts every action in order, foundation first.

Find out where you stand in AI answers, and what to fix first.

The audit sets the baseline. This platform measures what happens next.