Est. 1916 · Australia
richgro.com.au
Case Study · AI Transformation · 2026

Richgro has been helping
Australians grow things
since 1916. Now their
website does too.

For 110 years, Richgro's expertise lived in the hands of its agronomists and the knowledge of its staff. Customers who called got answers. Customers who visited the website — Australia's most visited garden brand, with over 3 million gardeners in its customer base — mostly didn't. They left with unanswered questions and unpurchased products.

We were brought in to change that. Not with a chatbot. With a purpose-built AI platform that thinks, recommends, and sells like Richgro's best person on the floor.

Sprout AI on richgro.com.au
Sprout Online
300+
Daily users
4×
Conversion lift
91%
AI resolved
100+
Languages
The problem worth solving

Richgro's product catalogue is vast — fertilisers, potting mixes, soil conditioners, pest control, weed management — each with specific application logic depending on plant type, season, and soil condition. No generic chatbot could navigate that. And Richgro's customer base isn't monolingual: across Australia's multicultural cities, a significant share of home gardeners don't speak English as a first language. Support staff were fielding the same questions at scale. Marketing had no visibility into what visitors actually wanted. The gap between "visits the website" and "buys the right product" was leaking revenue every single day.

What Richgro needed

An AI partner, not a SaaS vendor. Richgro needed custom intelligence — trained on their exact catalogue, their brand voice, their agronomic expertise — that could serve as a knowledgeable garden advisor at scale. One that could answer "what do I use on my frangipani?" in Mandarin, recommend the right product, and route that customer toward a purchase. And one that could feed every interaction back as structured data, so the marketing team could finally understand what their 3 million customers actually needed.

01 — What we built

Four capabilities.
One platform. Built for Richgro.

We don't deploy off-the-shelf tools. Every capability below was designed from the ground up around Richgro's products, customers, and business model.

Live on richgro.com.au
01
Sprout — Richgro's AI Garden Advisor
A custom large language model trained on Richgro's entire product catalogue, brand guidelines, and 110 years of gardening knowledge.
  • Understands gardening intent — not just keywords. "My roses are going yellow" triggers the right diagnosis and the right product recommendation, not a search result.
  • Serves customers in English, Mandarin, Vietnamese, Arabic, and four additional languages — switching naturally mid-conversation without any user prompt.
  • Actively guides purchase decisions: from problem identification through to product selection, stockist lookup, and checkout — 24 hours a day.
  • Branded as Richgro's own. Customers interact with Sprout, not with any third-party AI tool.
300+ conversations daily · 91% fully resolved by AI · 4× lift in conversion from chat sessions
Deployed
02
Workflow & Support Automation
AI-driven triage and routing that eliminated the manual overhead of managing customer enquiries at scale.
  • Every inbound query is automatically classified by intent — product discovery, pest diagnosis, purchase issue, shipping — and routed accordingly. No human sorting required.
  • Follow-up workflows triggered automatically from conversation signals: a customer asking about a product three times gets a targeted email. A stalled cart gets a Sprout prompt.
  • Seamlessly integrated into Richgro's existing operations stack — no rip-and-replace.
  • The support team now fields genuinely complex issues. Routine queries are handled entirely by the platform.
68% reduction in support tickets · Measurable weekly hours returned to the team
Deployed
03
Predictive Analytics & Marketing Intelligence
Every conversation Sprout has becomes structured intelligence — turning millions of micro-interactions into actionable marketing data.
  • The dashboard surfaces top product intents, seasonal demand spikes, and catalogue gaps in real-time — information that previously required surveys, focus groups, or guesswork.
  • Sessions are automatically categorised by intent: product discovery, buy intent, pricing, problem diagnosis, how-to — giving the marketing team a live feed of customer needs.
  • Weekly AI-generated summaries replace manual reporting cycles entirely.
  • Audience segments built from real behavioural signals power more relevant, higher-converting campaigns.
Marketing team now operates on real-time customer intent data — a capability that simply didn't exist before
Deployed
04
Computer Vision & Image AI
Visual AI that lets customers show Richgro their problem — and get an answer — without needing the vocabulary to describe it.
  • A customer photographs yellowing leaves, root rot, or an unfamiliar pest. Sprout identifies the condition, recommends the correct Richgro product, and explains how to use it.
  • Dramatically reduces friction for non-expert gardeners who don't know the terminology to search for a solution.
  • Visual catalogue QA runs automatically — product images are checked for quality and consistency at scale, flagging issues before they reach the storefront.
  • Creates a support experience that no competitor — and no generic AI tool — can replicate without Richgro's proprietary product data.
Highest engagement depth of any feature — customers who use image diagnosis convert at significantly higher rates
02 — Deployment details
Richgro

This is Sprout.
Serving real customers, today.

Live conversations dashboard
Live Conversations Dashboard
85 sessions · 231 user messages · avg 3.5h session — 27 May 2026
Sprout widget on richgro.com.au
Sprout on richgro.com.au
Branded widget · Live on every page · Zero-click language detection
Analytics and intent dashboard
Analytics & Intent Dashboard
Hourly volume · Sessions by intent category · Top recommended products
Lead intelligence view
Lead Intelligence
Per-user session history · Products recommended · Click-through tracking
"

Our team didn't just solve one problem. We looked at the whole operation and built AI into parts of the business that helped customers 24 * 7. The ROI showed up faster than we expected — and it's compounding."

Richgro
Lead AI Engineer
03 — Results

What changed, and by how much.

300+
Daily active AI-assisted sessions
From zero to 300+ unique users per day engaging with Sprout — within weeks of launch, without any paid promotion to the feature.
4×
Sales conversion uplift from chat-initiated sessions
Customers who engage with Sprout before purchase convert at four times the rate of those who don't. The recommendation engine works.
91%
Queries fully resolved by AI — no human required
Nine in ten customer enquiries are diagnosed, answered, and resolved by Sprout without any staff involvement. The remaining 9% are complex edge cases escalated appropriately.
−68%
Reduction in inbound support tickets
Workflow automation intercepted the high-volume, low-complexity tier of support entirely — freeing the team for work that actually requires a human.
100+
Languages served — automatically
Sprout detects and responds in the customer's language with no setup, no manual routing, and no degradation in product recommendation quality across any language.

Your customers are leaving
with unanswered questions.
We can fix that.

We build full-spectrum AI for businesses with complex products and real customers. We don't sell templates or retrain generic tools. We build bespoke intelligence — trained on your business, integrated into your operations, live in weeks.

Conversational AI Workflow Automation Predictive Analytics Computer Vision Custom LLMs
Talk to us →