Build the muscle, not the stack
One foundation model. Free Make.com tier. Skip vertical SaaS until you have a clear bottleneck. Read the AI tools guide first.
AI tools for SG SMEs →Most "AI for ecommerce" guides are written by people who have never opened a Shopify back end. We do the opposite — hands-on writing, SGD pricing, PSG-eligible picks called out, and honest "skip this if" warnings on every recommendation.
If you run a Singapore Shopify or WooCommerce store doing S$30K–100K monthly revenue and you've got under S$200/month for AI tools — the only stack worth running this quarter is:
Total: roughly S$80–150/month. Anything more is premature for a store at this scale. Anything less and you're not actually doing the work. The order matters: foundation → workflow → vertical, not the reverse. We've watched a lot of SG SMEs spend S$500/month on tools that don't compound. Don't be one.
Above S$100K MRR? Different stack. Read the full guide →
One foundation model. Free Make.com tier. Skip vertical SaaS until you have a clear bottleneck. Read the AI tools guide first.
AI tools for SG SMEs →Foundation + workflow + one vertical SaaS that fits your top channel. CRM becomes worth the bill. Email lifecycle pays for itself. Meta Ads attribution rebuild is the highest-leverage fix.
Inventory accuracy, attribution, demand forecasting. AI demand-planning starts to work (your data is finally clean). Audit your stack annually.
The first AI tool a Singapore SME buys is almost always a content generator. ChatGPT Plus, Jasper, or Copy.ai — pick one. It's a S$20–50/month subscription, the team uses it for two weeks, then stops. A year later, the founder tells themselves "we tried AI, it didn't work for our business." That's not what happened. What happened is they bought a hammer for a job that needed a wrench.
The operators we work with run a different sequence. They start with the question: which single number, if it moved by 10%, would change my bank balance? Then they pick the AI tool — or the manual process — that moves that number. Sometimes it's AI. Sometimes it's a Google Sheet and a phone call to a supplier. The discipline is in the question, not the tool.
That's what this site is about. Practical writing on where AI fits — and where it doesn't — in Singapore e-commerce in 2026.
AI workflow automation for Singapore SMEs in 2026: 7 working Make/Zapier/n8n recipes with SGD costs and integration patterns for the SG ecom stack.
Best AI image generators for ecommerce product photography 2026: tested on real Singapore products, free vs paid, commercial rules, copy-paste prompts.
Singapore ecommerce CAC benchmarks 2026 by channel: Meta Ads, Google Ads, TikTok Shop, Shopee, Lazada. SGD numbers, payback periods, LTV:CAC ratios.