# Personalized Assistance with BuyScout® AI Store Agent

Give each shopper relevant guidance from their browsing journey, current page, and cart context, with permitted recent order history when it is useful.

## What does Personalized Assistance do?

BuyScout® AI Store Agent automatically combines available browsing behavior, current page, and cart context to recommend a relevant next step. It can also use permitted recent order history when relevant, and the shopper can change direction at any time.

## Where automatic personalization helps

BuyScout® can turn signals from the shopper's journey into a relevant starting point.

1. ### A returning shopper wants a starting point  
   BuyScout® uses recent browsing to suggest a relevant starting point. When the shopper confirms that recent-order context is relevant, BuyScout® can use that permitted order context too.

2. ### Several viewed products need narrowing  
   BuyScout® compares products the shopper explored and surfaces the option that best matches their interests, current page, and cart.

3. ### The shopper changes direction  
   When the shopper adds a budget, timing, fit, or compatibility need, BuyScout® updates its recommendation while preserving useful context.

## How BuyScout® personalizes automatically

BuyScout® handles these steps automatically. Merchants do not need to configure this flow, though they can optionally add store-specific guidance in BuyScout® Dashboard.

1. ### Read the shopper's current context  
   BuyScout® automatically uses recent browsing, the current page, and cart context to find a relevant starting point without making the shopper repeat everything.

2. ### Connect context to store knowledge  
   BuyScout® automatically matches those signals with product details, availability, compatibility information, policies, and other relevant store content it can access.

3. ### Adapt as the shopper responds  
   BuyScout® updates its guidance when the shopper adds a preference or changes direction, asking only when a missing detail would change the answer.

## A returning shopper gets a relevant starting point

**SummitArc 3L Shell**  
$179

Shopper:  
I'm looking at the SummitArc 3L Shell. Would it work for a hiking trip?

**BuyScout®:** Checking hiking layers that complement the shell  
BuyScout®:  
SummitArc is a strong fit. Pair it with the TrailGrid Fleece for cool or wet hiking conditions; both pack light. I can also check how that combination works with your hiking gear.

**TrailGrid Fleece**  
$69  
Add to cart

Shopper:  
Yes, check it against the backpack from my last order.

**BuyScout®:** Checking the backpack from the recent order  
BuyScout®:  
It works well with your RidgeTrail 40 backpack. The SummitArc fits easily inside without taking much room, and the TrailGrid Fleece completes the insulating layer for colder stops.

Outcome: A simple product question becomes a recommendation tailored to the shopper's trip, products considered, and compatible gear.

## Sources BuyScout® uses automatically

No manual configuration is required. BuyScout® combines live shopper context and current store information automatically, with recent order history when relevant and permitted.

1. ### Shopper journey and recent order history  
   BuyScout® automatically uses browsing behavior, the current page, and cart context to understand what may be relevant. BuyScout® can bring in permitted recent orders after the shopper confirms that the order context is relevant.

2. ### Current store and product information  
   BuyScout® automatically reads descriptions, variants, availability, specifications, policies, buying guides, FAQs, and other information across Shopify and the store. Merchants can add store-specific guidance in BuyScout® Dashboard.

3. ### Automatic adaptation and edge-case handling  
   BuyScout® turns available context into a relevant starting point, adapts when the shopper provides new direction, and notifies store support only in edge cases it cannot fulfill.

## How Personalized Assistance works automatically

Personalized Assistance begins with shopper and store context already available to BuyScout®.

1. ### Recognize the shopper's journey  
   BuyScout® uses browsing behavior, current page, questions, and cart context automatically. It can also use permitted recent order history when relevant.

2. ### Connect it to store knowledge  
   BuyScout® reads the connected Shopify catalog, product pages, policy pages, FAQs, and other website content without requiring the merchant to copy that information elsewhere.

3. ### Personalize the next step  
   BuyScout® uses the strongest available signals to recommend a useful next step without requiring a detailed request.

4. ### Optionally refine and test  
   Merchants can add store-specific context or tailor the response style in BuyScout® Dashboard, then test representative shopper journeys. Neither is required for the skill to work.

## Limits that keep personalization useful

BuyScout® reduces repetition while treating behavioral signals as context, not certainty.

- **Context is not intent:** Permitted recent order history and browsing behavior can guide a relevant starting point, but they do not prove the shopper's current need, budget, or readiness to buy.
- **Shopper input takes priority:** When the shopper states a new preference or contradicts an earlier signal, BuyScout® updates its guidance instead of defending the first recommendation.
- **Edge cases reach store support:** BuyScout® handles ordinary clarification automatically and notifies the store's support team only in edge cases it cannot fulfill.

## Frequently asked questions

**Does BuyScout® know what a shopper wants before they ask?**  
BuyScout® automatically uses browsing behavior, current page, and cart context to choose a relevant starting point. When relevant and permitted, recent order history can add context. These signals guide the recommendation but do not prove intent; the shopper's words always take priority.

**Can Personalized Assistance adapt as a shopper's needs change?**  
BuyScout® follows the conversation and updates its guidance as the shopper adds or changes preferences, priorities, or constraints, so the shopper does not need to start over.

**What if order history and recent browsing point in different directions?**  
BuyScout® uses permitted recent order history and browsing behavior as a starting point, then follows the shopper's stated need. BuyScout® can ask a short clarifying question when the difference would materially change the recommendation.

**Can a merchant control the tone and topics?**  
BuyScout® works automatically from current store information and shopper context. Merchants can optionally add store-specific guidance or tailor responses in BuyScout® Dashboard.

**Can BuyScout® personalize for a returning shopper?**  
When recent order history is available and permitted, BuyScout® can connect previously purchased products with recent browsing after confirming that context is relevant.

**How is Personalized Assistance different from a fixed FAQ?**  
Personalized Assistance combines current store information with browsing behavior, the shopper's question, current page, and cart context, plus permitted recent order history when relevant. BuyScout® can recommend a different next step for each shopper instead of returning one generic answer.