AI visibility examples

See what AI visibility analysis looks like in practice

Viziquo tests how AI assistants answer real buyer questions in your category, then turns the results into visibility, competition, citation, brand framing, and recommendation insights.

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Explore AI visibility examples

Each example shows how Viziquo analyzes a different category, buyer pattern, and AI visibility challenge — from where the brand appears to how competitors, citations, and AI framing shape the buyer's answer.

SaaS / Customer Support

Freshdesk

A customer support software example showing reliable prompted visibility, moderate organic discovery, active competitor wins, and practical-but-conditional brand framing.

KEY FINDING

Freshdesk appears reliably when named, but unbranded education and diagnostic questions remain the main exposure gap.

152

Conversations tested

60%

Brand visibility

47%

Organic discovery

54%

Brand share of voice

Owned citations

AI providers tested

Tested across ChatGPT, Claude, Gemini, and Perplexity.

View analysis

Consumer Audio

Status Audio

A consumer audio example showing prompted-only visibility, where the brand appears when named but is missing from organic and competitor-led AI answers.

KEY FINDING

Status Audio appears when prompts mention the brand, but is missing from organic discovery.

112

Conversations tested

21%

Brand visibility

Organic discovery

59%

Brand share of voice

Owned citations

AI providers tested

Tested across ChatGPT, Claude, Gemini, and Perplexity.

View analysis

These AI visibility examples are independent analyses generated by Viziquo for demonstration purposes. The brands shown are not affiliated with or endorsing Viziquo.

What each analysis reveals

Viziquo connects executive-level findings with the underlying buyer conversations, citations, competitor patterns, and AI framing behind them.

Executive view

A concise summary of where the brand stands, what changed, and which fixes matter most.

Key findings
Visibility snapshot
Priority recommendations

Visibility view

A breakdown of where the brand appears, where it is missing, and which buyer questions expose the biggest gaps.

Organic discovery
Provider visibility
Persona visibility
Buyer intent patterns

Competitive view

A clear view of which competitors win AI answers, when they appear, and where they pull buyers away.

Competitor wins
Comparison patterns
Citation competition
Category-level pressure

Brand framing view

How AI assistants describe the brand when it appears — including tone, strengths, caveats, and positioning differences.

Tone
Recommendation strength
Provider framing
Repeated caveats

Find out what AI assistants say about your brand.

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