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AI Sales Agent

An AI sales agent that actually closes the order

Not a chatbot that deflects tickets. A conversational agent that knows your full catalog, answers product and policy questions in 25 languages, and adds items to cart inside the widget. Zubby stores hit a 4.8% storefront conversion against the 1.4% Shopify default — and median response time is 1.4 seconds.

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4.8%

Storefront conversion · vs 1.4% Shopify avg

1.4s

Median first-response time

23%

Median cart rescue rate

25

Languages auto-detected

Q2 2026 aggregate across 14,000+ stores · see full benchmark report.

Answer engine summary

What is AI sales agent?

An AI sales agent is a conversational assistant trained on a store's full product catalog, policy documents and brand voice — deployed inside the shopping experience to recommend the right product, answer questions, and close the order without a human handoff. Zubby's agent is built on retrieval-augmented generation: every shopper turn triggers a semantic search against a pgvector embedding store, a rules-based rerank that respects merchandising priorities, and a streamed response that renders product cards as structured blocks. Unlike a scripted chatbot, the agent answers novel questions and references real inventory; unlike a generic LLM, it cites your real returns policy, your real shipping windows, and your real product copy. The result for the median Zubby store: 4.8% storefront conversion, 1.4-second response time and 12-18x ROI versus plan cost.

  • Retrieval-augmented

    Every answer is grounded in your catalog and policy docs via pgvector semantic search.

  • In-chat add-to-cart

    Product cards include image, stock, price and a 1-click add — no redirect to the PDP.

  • Brand voice

    Tone, formality, sign-off and emoji policy are platform settings — applied widget-wide.

  • Multi-provider routing

    OpenAI, Azure OpenAI, Anthropic and Gemini ordered by health and priority for uptime.

How it works

Retrieve · rerank · generate — in under 2 seconds

A clean three-stage pipeline gives the agent both the speed of a chatbot and the reasoning of an LLM.

1

Retrieve

Semantic vector search across product catalog + knowledge base. pgvector HNSW returns the top-k matches in under 50ms.

pgvector @ 1536d

2

Rerank

Merchandising rules re-order results: boost promos, suppress clearance, enforce audience rules, apply per-store guardrails.

rules engine

3

Generate

Streamed response with product cards as structured blocks. Shopper sees tokens flowing, never invented prices or stock.

multi-provider routing

Capabilities

What's built into the agent

No add-on plugins, no premium tiers for translation, no separate vendor for recommendations. Every capability below ships on every paid plan.

Semantic product discovery

Shoppers ask in natural language. The agent searches your full catalog by meaning, not keywords, and returns ranked, in-stock matches.

In-chat add-to-cart

Product cards render in the thread with variant selection and a one-click add. Works on Shopify and WooCommerce without redirect.

Policy RAG with citations

Returns, shipping, sizing, gift cards — answered from your real docs with inline source attribution every shopper can verify.

25-language coverage

Auto-detect per session, override per audience. Product cards, recovery emails and citations all switch in lockstep with the chat.

Brand voice profile

Tone, formality, emoji policy and sign-off configured once and applied to widget, emails and journey messages alike.

Guardrails by default

Blocks medical claims, competitor mentions, financial advice and a configurable phrase list — without sacrificing helpfulness.

Sample conversation

What a typical session looks like

widget / live chat / session_a8f120
live

Hi! Looking for a linen shirt for a beach wedding next week. I'm a M usually.

Great — for next week we can get something to you in 3-5 business days. Two oversized linen shirts have your size in stock right now. The Sand colorway is our most popular this season.

Linen Oversized Shirt

$78 · M in stock · 2 left

Cotton Wide-Leg Pant

$94 · M in stock

What's the return policy if it doesn't fit?

Free returns inside 30 days, no questions asked. Source: our shipping & returns page.

Why merchants switch

Built for hesitant browsers, not deflected tickets

The shoppers who don't buy from your storefront aren't broken — they're uncertain. Will it fit? Is shipping fast enough? What if I need to return it? A traditional support chatbot deflects those questions to a queue. Zubby's agent answers them in 1.4 seconds with the actual policy attached, recommends the right size in the right color, and drops the cart in front of the shopper. Out-of-hours coverage is automatic because the agent never sleeps and never says, "Sorry, our team is offline."

  • Answers product, sizing and policy questions with citations
  • Recommends specific SKUs by meaning, not keywords
  • Adds variants to cart inside the chat — no redirect
  • Hands off to a human only when the question truly needs one
  • Works in 25 languages, including right-to-left scripts

Compare with the published Shopify conversion benchmarks (opens in a new tab) if you want a sanity check on the numbers.

Where the lift comes from

Discovery answered in-session+1.6pp conversion
Hesitation rescued before exit+23% cart save rate
Policy questions answered with citation-58% support tickets
Out-of-hours coverage+19% revenue · nights & weekends

Where it runs

Ships on every ecommerce stack worth shipping on

One control plane, three deploy targets. The widget, recovery engine, and AI agent run identically across platforms.

Shopify

Supported

Native Shopify app — Theme App Extension widget, Bulk GraphQL catalog sync.

Open guide

WooCommerce

Supported

WordPress plugin signs into the same SaaS — full catalog, cart, and order events.

Open guide

Hosted Widget

Supported

Drop-in JavaScript widget for headless stacks, custom stores, and BigCommerce.

Open guide

FAQ

Frequently asked questions

What is an AI sales agent and how is it different from a chatbot?

An AI sales agent is a conversational assistant trained on your entire catalog, policies and brand voice — designed to close orders, not deflect tickets. A traditional chatbot follows scripted decision trees and routes to a human when it hits a dead end. Zubby's agent uses retrieval-augmented generation (RAG): it semantically searches your products and docs at every turn, recommends specific SKUs, answers shipping and returns questions with inline citations, and can add items to cart inside the chat thread. The result: 4.8% storefront conversion versus the 1.4% Shopify default.

Do shoppers know they're talking to AI?

Yes — disclosure is on by default and configurable per store. We don't pretend to be human, but shoppers consistently rate the conversations as more helpful than a typical chatbot because the agent answers their real question instead of falling back to 'I'll connect you with someone'. If a question genuinely needs a human, the agent hands off cleanly with full conversation history.

How does the agent know about my products?

On install, the catalog-sync worker pulls your full product graph from Shopify (via Bulk GraphQL) or WooCommerce (via the Zubby plugin) and embeds every product into a 1536-dimension pgvector index with HNSW. Webhooks keep it fresh: a price change or new SKU reaches the agent within minutes. Policy docs, FAQ articles, and sizing guides are uploaded once and embedded the same way.

Can the agent actually add to cart, or just recommend?

Both. Product recommendations render as visual cards inside the chat thread — image, name, price, stock — with a one-click 'Add to cart' button. On Shopify, the agent uses the storefront cart API; on WooCommerce, the plugin proxy. Variant selection (size, color) happens inline so the shopper never leaves the conversation.

What about brand voice — won't it sound generic?

Brand voice is a first-class setting. Configure tone (warm/expert/playful), formality, emoji policy, sign-off, and house phrases. The system prompt is composed per store from those values, and the recovery-tuned variants used in emails inherit them. The same voice runs across the widget, recovery emails, journey messages, and any white-labeled output.

How fast is the response time?

Median first response is 1.4 seconds at p50, under 3 seconds at p95. Retrieval and rerank run in parallel; generation streams tokens to the widget as they arrive. The agent runs on a multi-provider routing layer (OpenAI, Azure OpenAI, Anthropic, Gemini) ordered by health and priority so a single provider outage doesn't take you offline.

Is the agent multilingual?

Yes — 25 languages, auto-detected from the shopper's session. The agent, the product card labels, the recovery emails and the policy citations all switch in lockstep. You can override the detected language per audience rule if you need to (e.g., always Japanese on JP traffic regardless of browser locale).

What stops the AI from making things up?

Three layers. First, the system prompt forbids answering policy or inventory questions without a retrieved source. Second, guardrails block competitor mentions, medical claims, financial advice, and a configurable blocklist of phrases. Third, product cards inject as structured data — the model can't invent a price, stock level or shipping window because it's filling slots, not writing them.

Keep exploring

Pairs well with

Knowledge Base AI

Ground every answer in your real policy docs with inline citations. The agent's truthfulness layer.

Cart Rescue

Real-time hesitation scoring inside the agent. The moment a shopper drifts, the agent intervenes.

Multi-language

25 languages auto-detected. Agent, emails and citations switch in lockstep with the shopper.

Ship the agent

Hesitant browsers, meet your AI sales team

14-day free trial on Growth — cancel anytime before day 15. Flat monthly pricing — no per-resolution fees, no surprise bills.

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Zubby AI

The AI sales agent for Shopify and WooCommerce. Learns your store, guides shoppers in real time, and recovers the revenue you would have otherwise lost.

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