Claude AI Prompting for Business: Write Better Prompts, Get Better Results
It’s 11pm, and I’m staring at my own blinking cursor in Claude. I’ve typed the same line three times tonight: “Write me a marketing strategy for our training pathway.” Each time, Claude hands back something polished, confident — and completely generic. It could belong to any training provider in Malaysia. It belongs to none.
I almost close the laptop and decide Claude “isn’t that smart after all.” Then I remember I spent 30+ years briefing agencies, analysts, and account teams — at OCBC, at OgilvyOne — long before AI entered the room. The lesson never changed: a sharp brief gets you a sharp answer. A vague one gets you something generic, fast, and wrong for your business.
A brief problem, not an AI problem
Claude runs on the exact same rule I used to run agencies on. It isn’t underperforming. It’s under-briefed. And nowhere did that show up more clearly than the week I sat down to write the go-to-market plan for our own Claude AI for Business 3-Level Training Pathway.
PRISM: a brief Claude can actually use
Here’s the structure I now teach every business owner who tells me AI “doesn’t work for them.” Five questions, asked in order, before you ever hit enter. I call it PRISM.
| Letter | Stands for | What it does |
|---|---|---|
| P | Problem | Name what’s actually broken, before you ask for a solution |
| R | Role | Tell Claude who to be while it solves it |
| I | Instruction / Interview | Give the task — or ask Claude to interview you first |
| S | Structure | Set the format and shape of the output |
| M | Measure | Define what “good” looks like, so you can judge the answer |
Let’s build the real brief — the one behind the training pathway you may have already seen mentioned on our LinkedIn.
The offer this brief had to sell
| Level | Focus | Audience |
|---|---|---|
| 1 — Basic | Prompting, Writing, Content & Your AI Coworker | SME owners, managers, non-technical staff |
| 2 — Intermediate | Sales Enablement, Documents, Data & Excel | Sales, ops, HR, admin teams |
| 3 — Advanced | Code, Apps & Agents | IT managers, digital transformation leads, technical champions |
Each level is a standalone 1-day, 8 CPD-hour course — sellable on its own or as a full 3-level pathway, delivered by three trainers (myself, Ricky Soo, Kalmen Chia), HRDC SBL-Khas claimable, up to 20 pax a cohort. That’s a strong offer. But “write me a marketing strategy” doesn’t know any of that. PRISM makes sure Claude does, before it writes a single line.
“We need a marketing strategy that grows corporate bookings for the Claude AI for Business 3-Level Training Pathway — HRDC SBL-Khas claimable — while every prospect who doesn’t buy corporate still has a path into DigitalAI Business Club membership, feeding our 1,000-member target for end of 2026.”
“You are a senior B2B growth strategist who has sold HRDC-claimable corporate training into Malaysian SMEs and mid-size companies, and understands how risk-averse HR/L&D buyers actually evaluate and approve training spend.”
“Before you propose anything, ask me what you don’t yet know about how companies currently discover and evaluate this pathway. Then use my answers to design a 90-day plan that (1) builds a steady flow of enquiries for at least one level a month, (2) creates a natural ‘start with Level 1, expand to the full pathway’ upsell motion, since companies can pilot one level or buy the whole capability path, and (3) uses HRDC claimability as an active reason to buy — not a footnote.”
“Three phases — Month 1, Month 2, Month 3. Each phase: one headline focus, 3 concrete actions, and the channel each action runs on — LinkedIn, SEO blog, WhatsApp community, or E3 ecosystem partnerships. Bullet points. No strategy-deck padding.”
“Good means I could hand this to Ricky and Kalmen tomorrow morning and each of them knows exactly what to post, pitch, or send this week — and every corporate lead this plan generates also feeds our membership funnel, not a second, disconnected one I have to run myself.”
Same task, completely different brief
“Write me a marketing strategy for our training pathway.”
A named problem, an assigned role, an instruction that invites Claude to interview me first, a phased structure, and a measure that ties every corporate lead back to membership growth.
P: We need a marketing strategy that grows corporate bookings for the Claude AI for Business 3-Level Training Pathway - HRDC SBL-Khas claimable - while every prospect who doesn't buy corporate still has a path into DigitalAI Business Club membership. R: You are a senior B2B growth strategist who has sold HRDC-claimable corporate training into Malaysian SMEs, and understands how risk-averse HR/L&D buyers evaluate and approve training spend. I: Before you propose anything, ask me what you don't yet know about how companies currently discover and evaluate this pathway. Then use my answers to design a 90-day plan that builds a steady flow of enquiries, creates a "start with one level, expand to the pathway" upsell motion, and puts HRDC claimability to work as a reason to buy. S: Three phases - Month 1, Month 2, Month 3. Each phase: one headline focus, 3 concrete actions, and the channel each runs on. Bullet points only. M: Good means I could hand this to my co-trainers tomorrow and each of them knows exactly what to post, pitch, or send this week - and every corporate lead also feeds membership growth, not a second, disconnected funnel.
Notice what changed. Claude doesn’t reach for generic HR-training clichés — it asks what’s actually stopping companies from booking today. And the finish line isn’t “a plan that sounds strategic.” It’s a plan Ricky and Kalmen can execute inside a week, with corporate leads and membership growth wired into the same system instead of two that never talk to each other.
Chat is not the same as a system
PRISM fixes one prompt. But a 90-day go-to-market plan isn’t a one-prompt problem — it’s a hundred small follow-ups, HRDC info packs, and upsell nudges, rebuilt from scratch every week if nothing remembers and nothing runs on its own.
The difference sits in five layers:
- Prompts — a one-off instruction. No memory. You start over every time.
- Project — Claude remembers your business context — the pathway, the pricing, the trainers — across a whole body of work.
- Skills — Claude runs a fixed, repeatable process, the same way every time.
- Connectors — Claude sees what’s actually real in your business — your enquiry list, your files, your systems.
- Cowork — Claude operates without you asking each time.
Here’s what that shift looks like for the training pathway itself. Not a hypothetical — this is the kind of Cowork automation now running behind our corporate enquiries, so an HR manager who downloads the HRDC info pack on a Friday doesn’t wait until Monday to hear from us:
Name: Corporate training enquiry & HRDC follow-up engine Run: every weekday at 9am Instructions: Check the training pathway enquiry list. For anyone who downloaded the HRDC info pack or attended a Level 1 session and hasn't been contacted in 3+ days, draft the next message in their sequence - referencing their specific level of interest and the HRDC claimable amount. For anyone who completed a level, draft an upsell message for the next level in the pathway. Save a weekly summary to the Corporate Pipeline folder, and flag any lead worth a personal call from Jane, Ricky, or Kalmen. Approval: ask before sending, save drafts only.
Nobody opens Claude on Monday morning and asks for this. It already runs, and a human only steps in to approve before anything sends. Full walkthrough: Claude AI For Marketing — How to Build an AI Marketing Team Inside Claude.
PRISM gets you a sharper brief today. The five layers above are what turn every corporate enquiry and every training level into a system that keeps compounding — instead of a plan I have to rebuild by hand every quarter.
Clarity before automation
The goal was never to “use more AI” in our own marketing. It’s to know exactly what we’re asking for — and eventually, to let the system carry work we used to redo from scratch every month. That’s a business discipline, not a technical skill. It’s also the difference between a training pathway that grows on its own and one that only grows when I personally chase it.