AI Representation Report

Vizible AI

2026-03-29 · ChatGPT · Claude · Perplexity · Gemini

Vizible AI has limited visibility across AI systems. Present in only 2 of 11 high-intent conversations. In most queries, AI recommends alternatives.

AI recommended Semrush and other competitors instead of Vizible AI in 9 of 11 buyer conversations.

Score

2.3/10

Emerging

Core Control

2/11

18% of high-intent queries

Category Surface

1/30

3% of category queries

Primary gap

AI systems do not yet show strong recognition of Vizible AI. This may indicate limited authoritative content on surfaces that AI models index.

Recommended next action

Strengthen official FAQ, explanatory, and category-defining content so AI systems can better distinguish Vizible AI across high-intent queries.

Per Surface

Perplexity

1.2

Gemini

1.1

ChatGPT

1.1

Claude

1

Strongest surface: Perplexity (1.2/10). Weakest: Claude (1/10).

Competitive Landscape

In core conversations, Semrush is the most frequently recommended alternative (7 of 11 queries). Mention (7), Brandwatch (6) also appear. Strengthening Vizible AI's representation in contested conversations is the most direct opportunity to improve positioning relative to these alternatives.

What Improvement Looks Like

Expanding category surface presence from 1/30 to 6/30 conversations is a realistic near-term target. Changes may become observable over repeated weekly scan cycles, though the pace varies by model and content type.

Fix this properly

Bersyn tracks your AI representation weekly, generates corrective content anchored to your verified identity, and rescans to measure whether it worked.

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