Sponsored products in recipe and meal-planning assistants | Particular Audience
A recipe assistant turns a meal plan into a basket. One ingredient can be a labelled sponsored brand when it fits the recipe and the shopper's diet,.
Sponsored products in recipe and meal-planning assistants
A recipe assistant turns a meal plan into a basket. One ingredient can be a labelled sponsored brand when it fits the recipe and the shopper's diet, priced as a sponsorship, CPM or cost per sale.
Natural fit
Recipes need ingredients, and brands want to be the one chosen.
Rules
Respect diet, allergen and quantity constraints; skip sponsored items that break them.
Bundles
Pair with Bundles to suggest complementary items.
Run it with Particular Audience
Sponsored Prompts runs on Adaptive Transformer Search and the open-source ATS MCP server. Advertisers pick products or a collection; each item surfaces automatically, labelled, in chats, prompts and AI searches where it scores highly.
Sources
- Adaptive Transformer Search MCP server (GitHub), checked 2026-10-25
How Particular Audience does it
Frequently asked questions
Can a brand sponsor a whole recipe?
A sponsorship can, if the ingredients are relevant and labelled.
Does the shopper keep control?
Yes. Every item can be swapped or removed.
Related guides
- Sponsored products in agentic and conversational AI: How retailers run sponsored products inside their own AI assistant, ChatGPT app or Claude connector: relevance-first ranking, labelling, CPM and CPC pricing, pacing and holdout measurement.
- Retail MCP product search with Adaptive Transformer Search: Connect Adaptive Transformer Search to ChatGPT, Claude and onsite assistants through PA's open-source MCP server, with retailer-controlled ranking and checkout.
- Smart fridge replenishment advertising: Smart fridge replenishment advertising suggests a reorder or a sponsored alternative on a fridge screen when an item is estimated to be running low. The.
- Sponsored substitutions in grocery chat: When a grocery item is out of stock, a chat assistant can offer relevant substitutes, and one can be a labelled sponsored alternative. The shopper.