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Dotidot glossary
AI shopping assistant

AI shopping assistant

In short

An AI-powered interface that helps shoppers research products, answer questions, and compare options, without necessarily placing orders.

An AI shopping assistant helps a person decide what to buy. It can answer product questions, explain differences, and narrow options using the information and services connected to it.

The assistant might belong to a retailer or operate across several sources. Its conversational interface does not, by itself, establish that it can change a cart or complete a purchase.

A practical example

Imagine someone choosing a rug for a room with underfloor heating. The assistant asks about dimensions and points to relevant care or compatibility information for the shortlisted products.

If the catalog lacks a manufacturer’s approval for underfloor heating, the response should identify the gap. Suggesting a similar-looking rug would not resolve the missing evidence. This illustrative example shows the value of precise product questions rather than a long generic recommendation list.

Check its knowledge and action scope

Retailer assistants can use catalog data, business rules, and other approved information. Their answers are only as useful as the relevance and accuracy of those inputs.

Verify claims before relying on them, and distinguish an explanation from a confirmed transaction. A shopping agent may perform additional steps through tools and permissions. The boundary between the labels varies by provider, so inspect the actual behavior rather than assuming the name defines it.

Related terms

  • AI shopping agent
  • Conversational commerce
  • Grounding

Sources

  • Amazon: Agentic Shopping Assistant on AWS
  • Amazon: Introducing Rufus, with renaming notice

Related reading

  • AI | Dotidot blog
All glossary terms
Product data
  • Custom labels
  • Direct-to-consumer (DTC)
  • Google Merchant Center
  • Google Shopping Graph
  • GTIN
  • Item ID
  • JSON-LD
  • Merchant
  • Product attribute
  • Product catalog
  • Product data enrichment
  • Product feed
  • Product feed management
  • Product segmentation
  • Product structured data
  • Product variant
  • Schema.org
  • SKU (stock keeping unit)
Paid advertising
  • Ad fraud
  • Ad Rank
  • Amazon advertising strategy
  • Amazon targeting
  • Bid optimization
  • Campaign automation
  • Cross-channel advertising
  • Dayparting
  • Demand-side platform (DSP)
  • Dynamic product ads
  • Dynamic Search Ads
  • E-commerce advertising
  • Google Ads keyword match types
  • Google Shopping
  • Keyword harvesting
  • Lookalike audience percentage
  • Meta ads
  • Microsoft Ads
  • Omnichannel marketing
  • Paid social advertising
  • Performance Max
  • Pinterest advertising
  • Programmatic advertising
  • Retail media
  • Retail media network
  • Retargeting
  • Search advertising
  • Search engine marketing (SEM)
  • Shopper marketing
  • Smart Bidding
  • Walmart advertising
  • YouTube advertising
Measurement and analytics
  • A/B testing
  • Ad tracking
  • AOV (average order value)
  • Attribution
  • Brand awareness
  • Click ID
  • Conversion rate
  • Conversion tracking
  • Conversion window
  • CPA (cost per action)
  • CPC (cost per click)
  • CPM (cost per thousand impressions)
  • CTR (click-through rate)
  • Enhanced conversions
  • GCLID (Google Click Identifier)
  • Google Analytics 4 (GA4)
  • Google Tag Manager
  • Incrementality testing
  • KPI (key performance indicator)
  • Lead
  • Multi-touch attribution (MTA)
  • ROAS (return on ad spend)
  • Share of voice
  • Tracking pixel
  • UTM tracking
AI commerce
  • Agentic commerce
  • Agentic Commerce Protocol (ACP)
  • AI commerce
  • AI product recommendations
  • AI shopping
  • AI shopping agent
  • AI shopping assistant
  • Alexa for Shopping
  • ChatGPT product feed
  • ChatGPT Shopping
  • Conversational commerce
  • Google AI Mode
  • Google AI Overviews
  • Instant checkout
  • Perplexity Shopping
  • Product feed optimization for AI shopping
  • Universal Commerce Protocol (UCP)
Search and AI visibility
  • AI brand mention
  • AI citation
  • AI crawlability
  • AI crawler
  • AI share of voice
  • AI traffic attribution
  • AI visibility
  • Answer engine optimization (AEO)
  • Generative engine optimization (GEO)
  • llms.txt
  • Prompt monitoring
  • Prompt research
  • robots.txt
  • Search engine optimization (SEO)
Practical AI foundations
  • Agentic AI
  • Grounding
  • Model Context Protocol (MCP)
  • Prompt
  • Query fan-out
  • Retrieval-augmented generation (RAG)
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