Industry · CPG
AI agents recommend frozen meals, snacks, and pantry staples every day. Be in the recommendation.
CPG is the AI-shopping category most overlooked by category leaders. Tru Commerce surfaces your AI Share of Voice across ChatGPT, Perplexity, and Gemini, then moves it — ITC MasterChef went +89% AI SoV in 30 days.
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CPG AI shopping is asymmetric: a handful of brands appear in 80% of category answers; everyone else is invisible. Whoever fixes their structured product data first owns the next-decade citation graph.
Where enterprise brands lose AI presence
Three patterns we see in consumer packaged goods (cpg).
01
Recipe + use-case queries skip CPG brands
"What can I make with frozen corn?" → AI agent answers with a recipe. If your brand isn't in the recipe citation, you're not in the basket. ITC MasterChef solved this.
02
Marketplace + grocery surfaces fragment the brand entity
Amazon, BigBasket, Swiggy Instamart, Walmart, Kroger — your brand renders differently on each. AI agents extract the worst version unless you standardize.
03
Community-driven content is the citation source — and you're not in it
Recipes on UGC platforms, Reddit threads, food blogs. LLMs cite community sources for CPG. Tru Commerce surfaces and structures the signal.
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