Vivander Visibility

Visibility Overview

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This is your AI-visibility dashboard. It tracks how often AI assistants like ChatGPT, Gemini, and Copilot mention and recommend your business when buyers ask, and whether that changes over time.

Summary

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Detailed evidence and diagnostics

The method, the counting units and every advanced view sit in the sections listed under Sections. Start with Current Results.

Current Results

The latest run, read as four separate signals, with the next three projects.

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Advanced diagnostics follow in the sections after this one: the score and its components, the funnel, sources, metrics, competitors and cited pages.

Score Trend

The seven parts of your Live Visibility Score (LVS), one line each, 0 to 100, each scored over every answer tested. 100 is the goal on every line.

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Full assessment →
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Last 30 days
All 7 components
Did it really move?

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How this is measured

Is standing still costing you?

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How this is measured

Visibility Funnel

Mentioned, then cited, then recommended — and where the drop-off happens.

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Last 30 days
All platforms
All prompt types

Being mentioned, being cited, and being recommended are three different outcomes, and the gap between them is where the work is. A brand mentioned often but rarely cited has a sourcing problem: AI talks about it without pointing anywhere. A brand cited often but rarely recommended has a positioning problem: AI trusts the source and still sends the customer elsewhere. Each step below is measured against the step above it.

As in your reports

 

How this is measured

Citation Ledger

Citation volume, source diversity, and authority over time.

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Last 30 days
All platforms
All prompt types

Every source AI platforms cite when they talk about you. Citations are the websites and pages that AI systems reference when recommending your business. A diverse citation portfolio from authoritative sources increases the likelihood of being recommended across platforms.

Citation Sources by Type

Click a segment to filter the table below

Citations Over Time

Per run: how many citations AI gave (left scale) and how many different websites they came from (right scale)

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Total Citations
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Different Websites
cited across the answers
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From Top-Tier Sources
tiers 1 and 2: encyclopedias, government, major media
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AI Tools Citing
 
Citation Status
Is it being cited more?

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How this is measured

Metric Explorer

Visibility, share of voice, average position and sentiment, split by type of question.

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Last 30 days
All platforms
All prompt types
By prompt type

Drill into your visibility metrics by prompt type and platform. Each metric tells a different part of the story: visibility measures if you appear, share of voice measures how often relative to competitors, position measures where you rank, and sentiment measures how AI describes you.

Latest Run · Visibility by Prompt Type
Period Trend · Visibility by Prompt Type
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Prompts
in the selected dates
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AI Answers
each prompt asked on each AI tool
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Visibility
across selected tab
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Top Prompt Type
your strongest type of question on this tab
Prompt Type Breakdown

Competitive Presence

AI answers that named you alone, with competitors, or not at all, on questions that do not name you.

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Last 30 days
All platforms
All competitors

How you perform against competitors in answers to questions that do not name you. Each count is AI answers: one per question, AI tool and repeat, so one question asked on five tools three times gives fifteen answers. When someone asks AI to recommend a business like yours, are you mentioned alone, alongside competitors, or not at all? This section reveals your competitive positioning in AI recommendations.

Your Pages Cited by AI

Which pages on your site AI systems cite as sources, and how often. A citation is a link; it does not show which words AI took from the page.

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Last 30 days
All platforms
All prompt types

Grouped by page, ordered by citation count. A citation is a link AI attached to an answer; it is not a quotation, and it does not show which passage AI used.

Pages Cited (share)

Click a slice to drill into citations for that page

Top 5 Pages Over Time

Daily citation count for your five most-cited pages

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Total Page Citations
in window
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Distinct Pages Cited
Diversity signal
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Most Cited Page
leading by citation count
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Citing Platforms
of the AI tools asked in this selection
Page Citations Detail