Agentic Lookbook

Complete the set

Make sure nothing's missing

Agents are perfect for helping you figure out what else you need when it isn’t always obvious. Round out your purchase with a simple prompt, and save yourself time from hunting down items yourself.

Get personalized recommendations based on the product selected
Agent provides natural language explanations
Add additional products to your basket directly from the agent — without starting from scratch

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Get tailored recommendations

Find that ‘just right’ option

Trying to find the perfect gift or hard-to-find item for yourself? Get context-aware, 1:1 suggestions that adapt in real time to your needs and ongoing conversation.

Find the ideal products based on your specific situation
Receive smart substitutes when products are sold out
Adapts to gifting, occasions, and repeat purchases

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See dynamic recommendations

Keep discovering without starting over

Thanks to agents, inspiration can now strike anywhere, including right within a product page. Enlist their help in building outfits or recommending complementary items.

Ask follow-up questions and refine results in one place
Adapts to what you’re currently viewing, historical preferences, and site-wide trends
Adapts to gifting and other one-off occasions

Get FAQs on demand

Answer final questions before buying

No longer worry about whether you're making the right purchase. Now you can get real-time answers and dispel lingering doubts right on the product page.

Click pre-generated questions or ask your own
Receive answers on materials, care, delivery, and more
Agent draws from reviews, product data, support content, etc.

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Shop offsite

Shop your favorite stores inside any LLM or personal agent

Get optimal product recommendations from the retailers you trust directly in the conversations you’re already having with LLMs or personal agents.

Ask questions and get better product suggestions right in LLMs like ChatGPT or Gemini
Have personal agents like Muse or Instinct scope out exactly what you need in the background
Explore products, details, and alternatives in one place

Start a new project

Know enough to be dangerous

Tackling a goal for the first time (no matter how niche) is no match for agents. Simply prompt the agent, and let it break down the hard parts for you.

Get a tailored plan and products in the same interface
Narrow down your options to suit your needs
Check out with Stripe within the agent

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Explore what’s possible

See how else you can use potential purchases

Wondering if you can use a product in a way that isn’t listed? Ask questions about product applications with appropriate follow-up directly within the chat experience.

Ask “Could I use this for …?” questions
Receive responses grounded in catalog and site content
Discover new products and how they can be used without external research

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Get expert advice

Reach out to a trusted source

From figuring out how to add layered lighting to a small room to purchasing a new suit for the first time in five years, you can now get help where and when you need it.

Recreate the in-store, trusted advisor experience online
Decrease time spent researching the right option
Agent draws from user guides, support & product info, etc.

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Accomplish a goal

Go from start to finish in a fraction of the time

Determined to make lasagna but don’t know where to start? Let agents serve you an ingredient list and other personalized product recommendations and advice along the way — in whichever language you need.

Turn broad goals into clear, actionable next steps
Personalization builds as the session unfolds
Shop everything you need in one interface

Receive guided shopping help

Get past that ‘can’t decide’ moment

Don’t know what to look for in a coffee or espresso machine? Confidently find and buy the best product by simply answering a few agent-prompted questions.

Engage in an interactive Q&A to discover products
Purchase items with just the right set of features
Receive explanations as to why each recommendation fits

Curious what powers all of these?

Every use case here runs on the same underlying reasoning engine. See how the pieces fit together to deliver personalized discovery experiences wherever people shop.

Agentic Lookbook

Flip through real use cases and demos of Constructor's agentic products.

Why Constructor for agentic?

Make sure nothing's missing

Find that ‘just right’ option

Keep discovering without starting over

Answer final questions before buying

Shop your favorite stores inside any LLM or personal agent

Know enough to be dangerous

See how else you can use potential purchases

Reach out to a trusted source

Go from start to finish in a fraction of the time

Get past that ‘can’t decide’ moment

Curious what powers all of these?

You've seen what's possible. Now let’s talk about you.