Case Study · Construction Machinery Exports

From RMB 1M to RMB 40M:
Three Key Choices by a Machinery Exporter

As its reach into overseas markets grew, catching every inquiry became the new test.

Industry: Outdoor machinery exportsProducts: Lawn mowers / Golf carts / Mini excavatorsServices: Overseas Social Media + AI Sales Agent
Outdoor machinery exports: golf cart line
Team Size3 People 30 People

4 sales groups, each focused on different products

Annual SalesRMB 1M+ Nearly RMB 40M

RMB 1M+ in year one, nearly RMB 40M in 2025

Avg. Monthly Leads30–40 600–700

From the Google stage to all social platforms

Lead Reply Rate5×

Up 5× after adopting the AI Sales Agent

At 3 a.m., an overseas inquiry quietly lands in the dashboard. The customer is from South America, asking about the minimum order quantity and lead time for golf carts.

At that hour, the team in China is asleep. By the time the rep sees the message at work the next day, the customer may already have compared two or three suppliers, or even drawn up a shortlist.

This isn’t hypothetical. It’s everyday reality for more and more machinery exporters.

From 3 people to a team of 30, and from annual sales of just over RMB 1 million to nearly RMB 40 million, this machinery exporter achieved its global growth in a little over two years. When overseas social media reached 600–700 leads a month, they found that lead generation was no longer the only problem: the next test was catching inquiries, spotting real opportunities and lifting conversion.

Company Growth

From 3 People to Nearly RMB 40M in Annual Sales

The company officially started in the second half of 2023, exporting machinery such as lawn mowers, golf carts and mini excavators.

In the early days the team had only 3 people, and almost everything, from product selection and market testing to overseas customer development, had to start from scratch. First-year sales were just over RMB 1 million. After several rounds of product testing and market exploration, the company gradually focused on its core product lines and built a clearer business system. As overseas markets expanded, the team grew to 30 people in 4 sales groups, each focused on different products. In 2025, annual sales reached nearly RMB 40 million.

The growth from just over RMB 1 million to nearly RMB 40 million didn’t come from any single channel. It came from continually adjusting how leads were won, widening customer sources and steadily strengthening the sales team’s ability to handle them.

Mini excavator
Exporting outdoor machinery such as lawn mowers, golf carts and mini excavators

Lead Gen Path

From “Waiting for Customers” to “Finding Customers”: Three Rounds of Change

In the early days, the company relied mainly on B2B platforms for overseas inquiries and gradually built up a base of steady orders. But as platform competition intensified, the growth a single channel could deliver became limited.

In 2024, the company began trying Google Ads. Search ads brought well-targeted customers, but at a relatively high cost, and 30–40 leads a month was still not enough to expand further overseas.

To break through, in mid-2025 the company turned to overseas social media, shifting from “waiting for customers to search” to “reaching potential customers proactively.”

With support from Singoo’s team, the company steadily refined its overseas social content, operating processes and customer handoff. Through ongoing fine-tuning, it set up a regular communication rhythm and kept adjusting strategy around product presentation, target customer profiles and results.

Today, overseas social media is a key source of customers, bringing in 600–700 leads a month across all platforms and continuing to deliver new deals in 2026.

Three Upgrades in Lead Generation

01Early Stage

B2B Platforms

Platforms brought overseas inquiries and the first steady orders.

022024

Google Ads

Well-targeted customers, 30–40 leads a month.

032025

Social Media

Proactive outreach to potential buyers, 600–700 leads a month.

04July 2026

AI Sales Agent

DeepSales goes live to catch the growing inquiry volume.

Why Commit to Social Media?

A Big Enough Traffic Pool

Potential buyers are already on social media, and the reachable audience is far larger than on any single platform.

Customers Are on SocialAn audience far larger than any single platform

Lower Cost per Lead

The same ad budget brings in more leads on social media.

Same BudgetMore leads in return

Timeline from Setup to Results

  1. 2025.06—07Systematic social media setup beginsBeginnings
  2. Fine-Tuning PeriodContent direction · Operating process · Handoff mechanismFine-Tune
  3. Regular RhythmRegular check-ins every two weeksStable
  4. From 2026Steady output phaseResults

A New Challenge

More Inquiries Brought New Problems

Social media not only widened customer reach but also connected the company with potential buyers that traditional channels struggle to cover. Yet as lead volume grew quickly, new problems emerged.

For machinery exporters, a single overseas inquiry can involve product models, technical specs, applications, purchase quantities, lead times, dealer partnerships and more. Customers are spread across countries and regions, contact times vary, and purchasing needs differ widely.

In the past, when lead volume was low, sales reps could reply to and follow up on each one. But once social media brought a flood of inquiries, manual handling alone struggled to deliver both speed and quality.

On one hand, overseas customers are in different time zones, and many inquiries arrive during the night in China. Without a timely reply, prospects may turn to other suppliers. On the other hand, sales reps handle large numbers of repetitive questions every day, spending a lot of time answering basic product questions and screening intent, so key customers with clear purchasing needs may not get enough follow-up.

More leads don’t automatically mean more orders. Responding to every valuable overseas inquiry in time, and putting sales resources into the customers most likely to buy, became the company’s new challenge.

The Organizational Challenge of Social Platforms

The Nature

High traffic,
but follow-up must be fast

  • Sales reps initially lacked confidence in social inquiries
  • Many leads weren’t followed up in time
  • Many leads went to waste

Slow follow-up is the biggest leak

The Change

The head of the company stepped in
to follow up on social leads

  • Handle every inquiry with care
  • Follow up with every customer seriously
  • Showing sales reps how good social leads really are

Taking every inquiry seriously is the best way to improve

This is a common challenge for many manufacturers once their overseas marketing starts to pay off: they need not only stronger lead generation, but also sales handling and opportunity management to match.

AI Sales Agent

Bringing in the AI Sales Agent Across the Entire Overseas Sales Process

To handle overseas inquiries more efficiently, the company began exploring AI in real sales scenarios.

In December 2024, the company signed an AI partnership agreement with Singoo, and in June 2026 the two sides officially launched the AI Sales Agent rollout. The company compiled product materials, FAQs, company introductions and sales scripts, and on that basis Singoo’s team built the company knowledge base, mapped business processes, configured sales scenarios and tested the full workflow end to end.

After about a month of deployment and tuning, Singoo’s AI Sales Agent DeepSales officially went live in July 2026.

Unlike traditional customer service bots that can only answer fixed questions, DeepSales draws on the company knowledge base and sales processes to take part in multiple stages, from a customer’s first inquiry to opportunity identification and ongoing follow-up.

2024.12AI partnership agreement signed2026.06Rollout project kicked offAbout 1 monthDeployment and tuning2026.07DeepSales officially live

24/7 Multilingual Reception

Solving the time-zone problem. When overseas customers reach out through connected channels, DeepSales responds promptly and uses the company’s product knowledge to answer common questions about features, technical specs and applications, cutting the waiting and lead loss caused by time differences.

Proactively Uncovering Purchasing Needs

Helping sales spot key customers. Beyond answering questions, DeepSales uses the conversation to learn more about the products a customer cares about, intended use, quantities and partnership needs, helping the company identify potential opportunities among a large volume of inquiries.

AI and Human Collaboration

Letting sales focus on high-value conversations. For basic product questions, standard quotes and information gathering, AI handles first-pass processing according to rules the company sets. For complex negotiations, bulk purchases and dealer partnerships, it hands off to human sales in time and keeps the conversation history, so nothing has to be repeated.

What AI Does, What People Do

AI Handles Alone

24/7
  • Customer Reception
  • Needs Discovery
  • Basic Quotes

Back to Humans

Human Oversight
  • Business Negotiation
  • Bulk Purchases
  • Dealer Partnerships

At the same time, product knowledge, FAQs and top sales reps’ communication experience keep flowing into the company knowledge base, helping the company build standardized, reusable sales capability.

From relying on individual experience to building company capability, so top sellers’ methods can be reused again and again: that is the core value of DeepSales, “cloning your top sales performers.”

Results

Lead Reply Rate Up 5×, and AI Begins to Deliver Real Value

×5Lead Reply RatePer company feedback, after adopting Singoo’s AI Sales Agent

After the AI Sales Agent went live, the company gradually saw changes in how it handled overseas customers.

In the past, inquiries sent during the night in China usually waited until sales reps came in the next day. Now AI handles the first conversation promptly, helping the company keep up with customer needs across time zones.

As inquiries keep growing, DeepSales has also taken on basic product Q&A, needs gathering and first-pass opportunity screening, freeing sales reps to focus on key customer development, business negotiations and relationship building.

The change shows up not only in response speed; it also means the company is building a sales handling system that matches the scale of its overseas lead generation.

Human-AI Collaboration

From “Distrust” to “Human–AI Collaboration”

Of course, rolling out AI doesn’t happen overnight. For an export team used to email and manual follow-up, moving to human–AI collaboration also takes time to adjust.

Early on, the team had concerns: Would AI give wrong answers? Could it really understand customer needs? Would it disrupt the existing sales process? The company is still promoting and refining its use, and not everyone on the team is using it in depth yet.

How the head of the company sees itAI isn’t here to replace sales reps. It takes over repetitive, mechanical reception work so reps can spend their time on what truly matters.

As usage deepens, the team’s acceptance of AI is steadily rising. Going forward, the company will deepen its work with Singoo and refine human–AI collaboration so that AI plays a bigger role in customer reception, opportunity nurturing and sales efficiency.

From “Distrust” to “Human–AI Collaboration”

  1. At First

    The team didn’t trust it

    Afraid it would answer wrong · afraid it would blow a customer conversation

  2. Today

    Acceptance Is Rising

    The more it’s used, the more value they see · the shift is still under way

Transformation Is a Process, Not a Switch

AI Isn’t Here to Replace Sales Reps

Sales reps save their time for:

Business NegotiationDeep customer relationshipsStrategy and creative work

Looking Back

From Winning Customers to Converting Them Efficiently

Looking back on this company’s journey, there’s a clear upgrade path: building a customer base through B2B platforms early on, capturing targeted demand with Google Ads, widening reach through overseas social media, and finally bringing in the AI Sales Agent to ease the pressure of handling and following up on a growing volume of leads.

From a team of 3 to 30, and from just over RMB 1 million to nearly RMB 40 million in annual sales, this growth is the combined result of continuous effort across product selection, channel expansion, team building and operations management. Combining social media with AI now gives the company a new foundation for growth at scale.

For more and more Chinese manufacturers, competition in overseas markets is changing. In the past, companies focused on getting more inquiries; today, they also need to make sure every inquiry is handled in time, so more prospects can turn into real opportunities.

Built around its AI Marketing Agent and its AI Sales Agent DeepSales, Singoo helps companies going global build a closed loop from overseas branding and social lead generation to customer reception, needs identification and sales follow-up, so marketing and sales no longer work in silos.

This company’s experience also shows that AI’s value lies not in the technology itself, but in whether it truly enters business processes, solves real problems and delivers efficiency gains people can feel.

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FAQ

Taking Outdoor Machinery Global? Questions You May Have

View More FAQs
Do exporters of lawn mowers, golf carts and mini excavators suit overseas social media?

Yes. This company went through three rounds of lead generation, from B2B platforms to Google Ads to overseas social media. After moving to social media it averaged 600–700 leads a month across platforms, and annual sales grew from just over RMB 1 million to nearly RMB 40 million.

How do you choose between Google Ads and overseas social media?

In this case Google Ads brought more precise customers but at a relatively high cost, around 30–40 leads a month; overseas social media has a far bigger audience, and the same budget brings in more leads. Each has its strengths, and they can be combined by stage and goal.

How long until social media produces steadily?

This company began systematic social media work in June–July 2025. After fine-tuning its content direction, operations workflow and handoff process, it settled into a check-in every two weeks and has produced steadily since 2026. Results depend on the industry and investment; no fixed timeline is promised.

Inquiries have grown and the team can’t keep up. What now?

Bring in AI Sales Agent DeepSales to receive customers 24/7 in multiple languages and uncover purchasing needs, handing complex negotiations to people. After launch, this company’s lead reply rate rose to 5 times the previous level.

What does it take to deploy the AI Sales Agent, and how long does it take?

The company gathers product materials, FAQs, its profile and sales scripts; Singoo builds the knowledge base, maps the workflow, configures scenarios and tests end to end. Deployment and tuning took about a month in this case.

Will AI replace sales reps?

No. AI handles repetitive work such as customer reception, needs discovery and basic quotes, while people oversee negotiations, bulk purchases and dealer partnerships, leaving sales reps more time for valuable conversations.

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