Own the digital shelf inside the AI's mind.
Modern shoppers have abandoned basic keyword searches. They treat AI models like personal shopping assistants and feed them complex constraints — ingredient lists, lifestyle filters, price ceilings — long before they reach a product page.
What your AI Share of Voice report looks like.
Citation monitoring and AI recommendation share, animated over the last 12 weeks of replays. Hover or tab into the chart for engine-level breakdowns.
D2C AI Share of Voice — your SKUs vs legacy conglomerates
12 weeks of ingredient + lifestyle constraint prompts across 8 LLMs.
Tip: tab into the chart to focus a weekly data point, then use the left and right arrow keys to step through weeks. Press Escape to exit.
AI recommendation share — you vs competitors
Share of recommendations across 30 days of replays for queries like 'silicone-free moisturizer under ₹800'.
Buyers shop in prompts, not keywords.
Sample queries: "Find a pregnancy-safe, silicone-free moisturizer under ₹800" or "Suggest a keto-friendly, seed-oil-free snack that actually tastes good." The AI returns 2–3 recommendations and most buyers never look beyond them.
Beautiful lifestyle photography is invisible to AI crawlers.
D2C brands live and die by their product attributes. If your website relies on lifestyle imagery rather than structured semantic data, AI crawlers are blind to your value. When a buyer asks for a sulphate-free product, the LLM recommends a corporate conglomerate simply because their technical backend is easier for the AI to parse — ignoring your superior indie formulation entirely.
Quantitative precision for digital commerce.
CiteRank AI tracks your product's visibility across thousands of micro-targeted ingredient and lifestyle prompts. We show you exactly where AI is failing to recognize your clean labels, allowing you to optimize your schema and intercept buyers at the exact moment they ask an LLM to replace their legacy products.
Verify that AI correctly identifies and recommends your products based on specific USPs — Vegan, Anti-Tarnish, Sugar-Free, Silicone-Free.
Measure how often AI recommends your product as a superior, cleaner alternative to a legacy competitor.
Track your Share of Voice across high-velocity Quick Commerce and long-tail e-commerce AI queries.
Every hero SKU benchmarked against the top 5 competing products on every relevant prompt.
Pregnancy-safe, keto, gluten-free, vegan, fragrance-free — we map the constraint vocabulary AI actually uses.
See when AI sends buyers to Amazon, BlinkIt or Nykaa instead of your own site — and what to fix.