AI Visibility in
DTC / E-commerce
Home goods and food brands outperform fashion in AI search
Brands tracked
Avg visibility score
Invisible in category search
We tracked 50 DTC and e-commerce brands across apparel, beauty, food & beverage, home goods, and sustainable products. The surprise: niche food brands and home goods brands outperform better-known fashion and beauty DTC names.
Key finding
Sustainable and mission-driven brands outperform pure-play DTC brands in AI visibility. Brands with strong editorial coverage (press features, sustainability reports) get cited more than brands with only social media presence.
Top brands
BVS = % of relevant AI queries where brand appears
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Industry guide
AI visibility playbook for E-commerce & DTC
The sector report shows the data; the industry guide shows how to act on it. Common failure patterns, the prompts that matter for e-commerce & dtc buyers, and the specific signals AI weights in this category.
Read the E-commerce & DTC guide