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AI Visibility
Avg. Position
Category Rank
Net Sentiment
Fruit Riot! ranks #1 with 51% visibility, dominating competitors by 36 percentage points. However, Perplexity coverage gaps cost significant reach. ChatGPT drives most mentions, but cross-model consistency remains weak.
AI Visibility
Avg. Position
Category Rank
Net Sentiment
Bada Bean Bada Boom ranks #1 with 54% visibility but leads The Only Bean by 6 points. ChatGPT drives strong performance at position 2.0, yet Perplexity visibility drops to 36%. Position gaps and Perplexity absences dominate missed opportunities across specialty and nutritional queries.
AI Visibility
Avg. Position
Category Rank
Net Sentiment
Ranked #4 with 8% visibility, trailing Hik Vision by 18 percentage points. Appears in niche comparison prompts but missing from broader category explainers and solution-focused queries. Strong sentiment (+77) suggests quality perception when mentioned.
AI Visibility
Avg. Position
Category Rank
Net Sentiment
Grassroots ranks #2 with 8% visibility, trailing Smart Pots by 2 percentage points. The brand appears in niche-specific prompts but misses broader category searches where competitors dominate. Strong sentiment (+80) masks limited reach across AI models.
