Track Singapore car permit prices and get AI buy or wait alerts

Scrapes weekly Singapore COE prices, forecasts trends with AI, and tells you whether to buy now or wait.

How the work actually flows

A straight line.

Pattern: Sequence (1)

flowchart TD trig(["weekly auction check"]):::trigtime s0[("store and compare trends")]:::store s1["ai forecasts price trend"]:::svc s2["decide buy wait or monitor"]:::task s3["send recommendation alert"]:::task trig --> s0 s0 --> s1 s1 --> s2 s2 --> s3 out[/"buy wait or monitor recommendation"/]:::out pay{{"times car purchase to save money"}}:::pay s3 --> out out --> pay classDef task fill:#e7f6fe,stroke:#34b8f0,color:#2c2a29 classDef svc fill:#f6f8fa,stroke:#7c8795,color:#2c2a29 classDef mi fill:#e7f6fe,stroke:#0079a8,color:#2c2a29,stroke-width:2px classDef human fill:#fff,stroke:#0079a8,color:#0079a8 classDef store fill:#f6f8fa,stroke:#0079a8,color:#2c2a29 classDef trig fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigtime fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigdata fill:#8ad4f5,stroke:#0079a8,color:#06314c,font-weight:bold classDef gate fill:#fff,stroke:#e8a23d,color:#6b4708,font-weight:bold classDef out fill:#1f9d6b,stroke:#167a53,color:#fff,font-weight:bold classDef pay fill:#06314c,stroke:#021f33,color:#fff
Starts itA stepAn outside serviceA record or sheetResultPayoff
Build size
Advanced

A larger build with multiple systems, AI reasoning, and custom rules.

Business functions
AI Agents & Autonomous SystemsEmail AutomationMessaging & NotificationsSpreadsheet & Database OpsResearch & Market Intelligence
Connects
Google SheetsTelegramGmailOpenAI

The problem it solves

If you're planning to buy a car in Singapore, you know the certificate of entitlement price can swing wildly from one bidding round to the next. Watching auction results and guessing whether to bid now or hold off eats up your evenings, and a bad-timed purchase can cost you real money.

Who it fits

First-time car buyers and fleet managers in Singapore timing a COE purchase.

How it works

  1. Every week, the system checks the latest COE auction results
  2. It stores the results and compares them against past pricing trends
  3. AI reviews the data and forecasts where prices are headed over the next several months
  4. It weighs the forecast against current conditions and decides whether to buy, wait, or keep watching
  5. You get a Telegram or email alert with the recommendation
What you get

Buy or wait guidance the week you need it

You get a weekly alert telling you whether to buy, wait, or keep watching, based on the latest permit price trends.

What you get

A buy, wait, or monitor recommendation delivered straight to your phone or inbox, along with the pricing trend behind it.

What you need

A Telegram account or email inbox, a Google Sheets account, and an API key for an AI model.

We can build this. But should you?

The hard question is not how to build it. It is whether this is the right thing to build first.

That is what a Fractional Chief AI Officer figures out with you, before anyone writes a line of code.

Let's Talk Strategy

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