AI visibility for ecommerce
Own the answer when buyers ask AI engines for the best product in your category.
ChatGPT
Gemini
ClaudeCitations.io for ecommerce focuses on the prompts buyers actually ask - category queries ("best running shoes for flat feet"), comparison queries ("X vs Y"), and problem queries - and tracks how often your brand and SKUs are named in the answer.
The four numbers that actually matter.
Citations.io ships with a sampled, defensible metric for every step of the AI buying journey.
Mention rate across the top buyer-intent prompts in your category.
Win-rate when buyers ask the engine to compare you to a competitor.
Which review sites and creators are pushing you into AI answers.
How often the engines cite your product detail pages as sources.
From signup to ship-ready in one week.
Onboarding identifies category, comparison, problem and brand-defence prompts that drive buying decisions.
We classify every cited source as earned, peer, affiliate, competitor or social - so you know which to invest in.
Implementation packs target reviews, comparison-page SEO, schema and PR placements that move category mention rate.
Monthly share-of-answer trend vs your top 3 competitors, with confidence labels on every shift.
Questions ecommerce brands ask before signing up.
Yes - DTC is one of the highest-leverage use cases because buyers research products through AI before clicking through to a store.
Be the answer for ecommerce brands.
5 days for $5. The full Citations.io workspace, configured for ecommerce brands.