Market Research
Find the angles already winning.
100+ sourcesBuild an AI foundation you keep using, so campaigns, content, and reports get done faster.













The setup tax
Brand, audience, tone, rules. Every new chat asks for them again. The work gets done, but it never gets easier.
THE LEVEL-UP
AI gets easier as your team moves up four levels: prompting in tabs, then reusable workflows, then systems that remember how you work, then agents that run the work for you.

WHAT YOU LEARN TO BUILD
Leave with a reusable campaign workflow your team can keep running and improving.
Six real outputs. Each one feeds the next.
| Advertiser | Type | Markets | Last seen |
|---|---|---|---|
| Brand X (Ceramide Repair) | Ad Library | MY, SG | Jun 2026 |
| Brand Y (Skin Barrier) | Ad Library | MY | Jun 2026 |
| r/SkincareAddiction | Forum | Global | Ongoing |
| r/AsianBeauty | Forum | MY, SG, KR | Ongoing |
| Google Reviews (Shopee, Lazada) | Reviews | MY | 18 reviews |
| Advertiser | Days running | Format | Why it works |
|---|---|---|---|
| Brand X | 94 days | Carousel | Texture close-ups, no text overlay, "your barrier" hook |
| Brand Y | 67 days | Static | Cost-per-drop framing, single product on marble |
| Brand X | 51 days | Reel | UGC unboxing, reaction format, no script |
| Run | Sources added | Key finding |
|---|---|---|
| D1 09:14 | 32 (forums, reviews) | "barrier repair" language cluster discovered |
| D1 10:02 | 15 (ad libraries, IG) | Before/after anti-pattern confirmed across 3 brands |
Every variant inherits the same claims, audience, and visual rules.
Audience, naming, budget, and CTA choices come from one source.
The weekly report knows which angles, objections, and tests matter.
Winning language feeds the next creative round instead of disappearing.
| Area | Do | Avoid |
|---|---|---|
| Voice | Short, calm, specific | Hype, claims without proof |
| Visual | Texture, serum, warm neutral light | Before/after splits |
| Copy | Lead with barrier pain or cost-per-use | Generic glow-up language |
| CTA | Shop now / Try the serum | Learn more as default |
| Output | Uses the Brand Brain for | Status |
|---|---|---|
| Campaign brief | Goal, audience, offer, key messages | generated |
| Ad series | Voice, visual direction, objections | generated |
| Setup plan | Audience mapping, naming, creative rules | staged |
| Reporting | What to measure and what to test next | scheduled |








key visual
storyline
reelThe point: your team is not making one ad. They are learning the system that turns one Brand Brain into a testable campaign set.








key visual
journey
CTAThe point: the workshop teaches campaign architecture, not one-off content. A property brief becomes multiple audience-ready angles.








key visual
story arc
CTAThe point: the same workflow adapts across verticals. The team learns the campaign system, not a skincare-specific trick.
| Name | Definition | Size | Bid |
|---|---|---|---|
| Core | Sensitive-skin, KL, F 25-40 | 340K | Lowest cost |
| LAL 1% | Purchaser lookalike | 520K | Lowest cost |
| Retarget | Site visitors 30d | 12K | Cost cap RM 40 |
| Engaged | IG engagers 90d | 28K | Lowest cost |
| Week | Spend | Conv | CPA | CTR | ROAS |
|---|---|---|---|---|---|
| Wk 1 | RM 2,870 | 48 | RM 59.79 | 2.1% | 1.6× |
| Wk 2 | RM 3,010 | 67 | RM 44.93 | 3.4% | 2.3× |
| Wk 3 | projected | ||||
| Wk 4 | projected | ||||
Move winner into Evergreen ad set and lift budget 30%.
CPA is 2.1x above target, so the spend stops here.
Generate 3 primary-text variants from report findings.
Find the angles already winning.
100+ sourcesStore the context once.
reusable memoryGenerate ten. Test the winner.
feed · story · reelStage the launch before spend.
approval readyTurn performance into decisions.
auto-writtenWinners scale. Losers teach.
weekly loopDay 1 · Creative first, then context
Day 2 · Set up, extend, capstone
15m breaks mid-morning and mid-afternoon, lunch 12:30-1:30. Two days, 14 hours, 8-12 participants, no prerequisites, HRD Corp claimable.
MY METHODOLOGY
You do not start from zero. You get my Tools, Skills, and Context System, built over hundreds of hours and real testing.
Let AI act across your stack instead of copy-pasting between tools.
A Skill is your process saved as a file AI can rerun. Write it once, reuse it without starting over.
Give AI the right files, so every output already knows your brand.
PROOF
Teams do not just learn prompts. They leave with workflows, outputs, and habits they keep using.











Real rooms. Real participants. No stock photos.
We still use the brief template every month. It's the one thing from the workshop that stuck immediately.Participant, NP Digital workshop
The reporting workflow saved us half a day every week. We stopped building dashboards nobody opened.Participant, SAMA cohort

TRAINER
AFTER THE WORKSHOP
The workshop is the starting point. What comes after helps the system become part of how your team works.
You build your AI marketing system live, on your own brand and tools.
A 1-2 hour session reviews what your workflow produced and keeps you on track.
New examples and tool notes help the setup stay current as the tools move.
WHO IT IS FOR
FUNDING
Sending a team? HRD Corp claimable under the SBL scheme. Paying for yourself? Fees may qualify for up to RM2,000 in personal tax relief.
FAQ
The practical details before you join, or before you bring this to HR, L&D, or your marketing lead.
No. There are no prerequisites. Pre-work walks every participant through the install, ideally the day before. Anyone who misses it gets set up on Day 1 morning.
Claude or Codex, the two AI systems I run my own business on. Both work in plain English. Each session runs on one of them, agreed with you beforehand; the course outline above shows a Codex run. Every participant leaves with an account set up, tools connected, and their brand context loaded.
A laptop, an account for the session’s AI tool (set up during pre-work), one campaign or workflow idea, brand guidelines if available, and Meta ad account access for Day 2.
No. Live publishing stays behind approval; participants prepare draft setups only.
Your company must be a registered levy contributor. The claim runs under SBL (Skim Bantuan Latihan), and I guide the submission step by step.
No. By the end of Day 2 the team has a campaign workflow saved as files, Skills, context, and a playbook they can run without me in the room.
Yes, join a free AI for the Rest of Us session on a Wednesday. Same hands-on format, one hour, no pitch.
WAITLIST
Join the waitlist for the next public class, or switch to the team option and tell me what your team needs. Either way, I will reply within one business day.