PREBIOTIC SODA
Olipop leads this category in AI shopping visibility.
Visibility is distributed across prompts, so consistent coverage matters more than any single query.
ChatGPT
Claude
Gemini
Perplexity
GrokOverview
Category context
When someone asks ChatGPT, Claude, Gemini, Perplexity, or Grok the 2 category prompts below, this is who they recommend.
Chapter 3
AI Share of Voice
Each brand's share of mentions across category prompts, weighted by estimated prompt volume.
ChatGPTClaudeGeminiPerplexityGrok
Chapter 4
Leaderboard
The first three columns — AI Surface, Trust, Crawl — are the visibility story: are you cited, why, and can AI even see you. The last three are technical foundations that matter for the agentic-commerce layer but don't move category visibility on their own.
| Visibility — what shows up in AI | Technical foundation | |||||||
|---|---|---|---|---|---|---|---|---|
| Rank | Brand | Overall | AI Surface | Trust | Crawl | Schema | Commerce | PDP |
| #1 | Slice | 58 | 3/10 | 6/10 | 10/10 | 5/10 | 5/10 | 7/10 |
| #2 | Olipop | 57 | 10/10 | 1/10 | 10/10 | 2/10 | 7/10 | 6/10 |
| #3 | Wildwonder | 55 | 5/10 | 3/10 | 10/10 | 5/10 | 5/10 | 6/10 |
| #4 | Poppi | 48 | 7/10 | 1/10 | 10/10 | 3/10 | 5/10 | 4/10 |
| #5 | Popwell | 15 | 3/10 | 1/10 | 0/10 | 0/10 | 1/10 | 4/10 |
| #6 | Droplet | 12 | 0/10 | 1/10 | 5/10 | 0/10 | 1/10 | 1/10 |
Chapter 5
Get audited
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