Retail & eCommerce

DEMO — Bondi Bloom: Instagram DM & Comment Sales Automation

38% higher DM-to-sale conversion · <2 min replies, 24/7 · 4x repeat orders from DMs

DEMO — Bondi Bloom: Instagram DM & Comment Sales Automation
38%Higher DM-to-Sale Rate
<2 minAverage Reply Time
300+DMs Handled Daily
4xRepeat Orders From DMs

Project overview

About the project

Bondi Bloom is a Sydney florist and lifestyle brand that sells as much through Instagram as through its website. Their DMs and comments were a goldmine buried under hundreds of daily messages the small team could not keep up with. We built an AI social concierge that auto-replies to comments and DMs, answers product and delivery questions, builds a cart, and checks the customer out through Shopify — then syncs the buyer into Klaviyo for follow-up flows. Instagram went from an inbox they dreaded to their highest-converting channel.

The challenge

Bondi Bloom was receiving 300+ Instagram DMs and comments a day — "is this in stock?", "can you deliver to Bondi Junction today?", "how much?" — and losing sales because replies came hours later, if at all. The two-person team could not watch the inbox and run the shop. Off-the-shelf chatbots felt robotic and could not actually place a Shopify order, so buyers were pushed to the website where many dropped off.

Our approach

How we delivered

01

Channel Audit

Analysed 60 days of DMs and comments to cluster the real questions and objections, then designed reply flows that sound like the brand, not a bot.

02

Catalog-Aware Agent

Connected the agent to the live Shopify catalog so it recommends real products, checks stock, and respects same-day Sydney delivery cut-offs.

03

In-Chat Checkout

Built cart-building inside the DM with secure Shopify checkout links, so buyers never leave the conversation to pay.

04

Retention Flows

Synced every buyer into Klaviyo with abandoned-DM recovery and post-purchase flows, turning one-off DM buyers into repeat customers.

What we built

Features delivered

✓AI auto-replies to Instagram DMs and post/story comments
✓Natural-language product discovery from the live Shopify catalog
✓In-chat cart building and secure Shopify checkout links
✓Same-day Sydney delivery cut-off logic & suburb checks
✓Klaviyo sync with abandoned-DM and post-purchase flows
✓Human handoff for custom arrangements & complaints
✓Story-mention and giveaway auto-responses
✓GST-inclusive (10%) AUD pricing and order confirmations

Technologies

Tech stack used

Instagram Graph APIMeta Messenger PlatformNode.jsOpenAIShopify Storefront APIKlaviyo APIStripe

More work

Related projects

Ready to Transform Your Business?

Book a free 30-minute consultation. We'll discuss your challenges, explore opportunities for automation, and show you exactly how we can help.

© 2026 Atlio Information Technology. All rights reserved.