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Glossary

Social Commerce Terms, Defined.

Key terms for WhatsApp, Instagram, and Facebook Messenger e-commerce automation, upsells, cross-sells, cart recovery, and in-chat checkout — explained for D2C founders.

Core Concepts

Comment-to-DM Automation

An Instagram DM automation technique that automatically replies to post comments with a personalized direct message containing product pricing, variant availability, and a checkout link — typically within 2 seconds of the comment.

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WhatsApp Sales Bot

An AI-powered conversational agent operating inside WhatsApp that qualifies buyers, answers product questions with live inventory data, handles objections, and completes orders via UPI or draft orders — all without human intervention.

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Social Commerce Closer

An autonomous AI agent that handles the complete sales loop on social platforms — from lead capture via Instagram comments to order completion via WhatsApp checkout — without manual chat rep involvement.

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Autonomous Sales Agent

A software agent that independently qualifies buyers, answers product questions, handles objections, and closes orders across messaging channels (Instagram DM, WhatsApp) using generative AI and live store data.

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Checkout & Payments

In-DM UPI Checkout

A payment flow where the buyer completes a UPI transaction (GPay, PhonePe, Paytm) directly inside a WhatsApp or Instagram DM conversation — without being redirected to an external website or browser.

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Shopify Draft Order

An order created in Shopify's admin with customer details and SKU information pre-populated, but not yet paid. Used by VoluChat to stage orders inside chat before the buyer completes payment.

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Native In-Chat Checkout

A checkout experience that keeps the entire purchase transaction inside the messaging app (WhatsApp, Instagram DM, Facebook Messenger) — from product discovery to payment confirmation — eliminating external website redirects.

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1-Click Payment Link

A pre-generated payment URL sent directly in a chat message that, when tapped, opens a payment gateway (Razorpay, Cashfree) with order details pre-filled — allowing the buyer to pay in a single tap.

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Catalog & Inventory

Live Shopify Catalog Sync

Real-time bidirectional synchronization between VoluChat and a Shopify store's product catalog — including variant stock levels, pricing rules, SKU metadata, and order creation via GraphQL webhooks.

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Variant Stock Check

The process of querying Shopify's inventory API to verify the real-time stock count for a specific product variant (size, color, material) before confirming availability to a buyer in chat.

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Zero Hallucination Commerce

A design principle where all product answers (pricing, stock, sizing, delivery) are grounded in live Shopify catalog data rather than AI-generated guesses — ensuring no false promises about availability or pricing.

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Pincode SLA Check

An automated check that verifies whether a courier can deliver to a specific Indian pincode and confirms the estimated transit timeline — before the buyer asks about delivery.

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Guardrails & Safety

Margin Floor & Ceiling

Hardcoded limits that prevent the AI agent from offering discounts below a minimum margin or above a maximum discount threshold — protecting profitability on every sale.

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Brand Voice Calibration

The process of training the AI agent to match a specific brand's tone, vocabulary, and communication style — ensuring every customer interaction feels consistent with the brand's identity.

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Human-in-the-Loop Escalation

An automatic handoff mechanism where the AI agent detects situations requiring human judgment (custom orders, VIP clients, negative sentiment) and immediately alerts a human sales rep on WhatsApp.

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COD Verification

A guardrail that verifies Cash-on-Delivery orders through additional confirmation steps (WhatsApp button, OTP, or prepayment incentive) to reduce Return-to-Origin (RTO) rates.

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Platform & Integration

Meta Cloud API

Official Meta-provided API for accessing Instagram, WhatsApp, and Facebook Messenger Business features programmatically — including sending DMs, reading comments, and managing conversations at scale.

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WhatsApp Business Cloud API

Meta's official cloud-hosted API for sending and receiving WhatsApp messages programmatically — the compliant backbone for automated WhatsApp sales and support.

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Shopify Webhook

An automated HTTP callback sent by Shopify when a specific event occurs (order created, inventory updated, product changed) — used by VoluChat to keep catalog data synchronized in real-time.

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Instagram Graph API

Meta's official API for reading Instagram post comments, sending DMs, and managing business account interactions — the foundation for comment-to-DM automation.

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07Common Questions

Frequently asked questions.

Everything you need to know about setting up your autonomous boutique sales agent.