AI marketing
automation.

Daily ad audits, creative judged before it fatigues, follow-ups that never sleep — powered by Talous, our own AI growth OS.

AI Marketing Automation — Edge Point(06) — AI Marketing Automation
13.05average ROAS, single monthE-commerce brand

The premise

E-commerce doesn’t lose money in one big mistake. It leaks daily.

Fatigued creative left running. Budget sitting on dead ad sets. Enquiries going cold between “interested” and “answered”. None of it shows up until the monthly report — and by then it’s paid for.

We built Talous, our in-house AI growth OS, to close those leaks: it audits every ad account daily, judges creative before performance decays, and runs the follow-up layer around the clock.

Who this is for

Built for e-commerce brands and SMEs with proven demand that leaks in the day-to-day — ad accounts nobody audits daily, creative that fatigues unnoticed, follow-ups that arrive too late.

Our platform — built in-house

Talous

The AI growth OS behind our e-commerce engagements

Daily ad-account audits

Every campaign, ad set and creative scored against your targets — flagged every morning, not at the monthly review.

AI creative judgment

A trained brand judge reviews your creative and calls fatigue before ROAS decays — refresh briefs land automatically.

One live number

Spend and return across Meta, Google and TikTok in a single view — so decisions happen in hours, not quarters.

Included in our e-commerce growth engagements — or explore the platform at talous.dev.

What’s included

The scope of work.

Delivered in-house, sequenced by the Strategic Audit, reported against the one number that matters.

(01)

Talous — AI growth OS

Our in-house platform: daily ad-account audits, creative fatigue calls and one live number.

(02)

AI agents & workflow automation

Reports, briefs and busywork done by agents — reviewed by humans.

(03)

Lead scoring & follow-up

Every enquiry scored, routed and answered before it goes cold.

(04)

CRM integration & validation

Clean pipelines with validated data, so sales trusts what marketing sends.

(05)

Custom AI tooling

Purpose-built internal tools where off-the-shelf doesn’t fit your workflow.

Results

Numbers, not adjectives.

Anonymized clients, real metrics — verified from our company profile. All work →

E-commerce brand · Performance · Meta13.05average ROAS, single month

RM8,842 ad spend → RM115,349 revenue across 143 campaigns

1,064
leads at RM9.76 eachAccounting firm · online webinar

777 CRM-validated sign-ups at RM13.36 each — versus the usual RM30–50 CPL

RM9.85
average cost per leadChiropractic clinic

~1,000 leads with CPL as low as RM6.49 — versus the typical RM20 range

[ Free tool — the AI growth model ]

What should your spend be returning?

Benchmarked on anonymized Edge Point client results — not industry averages off a blog. Set your numbers, then let the model read them.

01 — What do you sell?
02 — Monthly ad spend RM10,000RM3KRM100K
03 — Your marketing today
Fine-tune competition & margin — optional
Competition where you operate
Gross margin 45%20%keep 45% if unsure80%
[ Your estimate ]
4.0×

return on ad spend · likely range 3.44.6×

Every month, RM10,000 in ads ≈ RM34,000RM46,000 back in sales

Market average4.0×
You, estimated4.0×
Our best client18.26×

Edge Point client: aesthetic clinic — 18.26 ROAS by month six

Est. monthly profit after ad spend+RM8,000

Directional estimate, not a guarantee — profit line assumes a 45% gross margin (adjust under fine-tune). Baselines blend public industry benchmarks with Edge Point campaign data across RM3.5M+ managed spend in Malaysia. The analysis runs free in your browser — inputs stay anonymous, nothing is stored.

How it runs

Proposal to scale.

The same disciplined sequence behind every engagement.

Stage 01

Discovery & strategy

We map your business, goals and audience — and sequence a plan where every step is tied to a number.

Weeks 1–2
Stage 02

Setup & planning

Kickoff, positioning, tracking (Pixel, GA4, Business Manager) and the creative plan.

Weeks 2–4
Stage 03

Production & prep

Content production, copywriting, audience segmentation and the testing setup.

Month 1
Stage 04

Launch & optimization

Launch with A/B testing, track the metrics that matter, reallocate budget to what wins.

Months 1–3
Stage 05

Scaling & refinement

Double down on winners — bi-weekly reviews, monthly plain-language reports.

Months 3–12

Questions

Asked & answered

The questions we hear most about ai marketing automation — answered straight.

Talous is our in-house AI growth OS. It audits every ad account daily, judges creative fatigue before ROAS decays, and shows spend and return across Meta, Google and TikTok as one live number — so decisions happen in hours, not at the monthly review.

No. We run it for you — AI agents handle the reporting, briefs and busywork while humans review the output. You get the results without operating the tooling.

Yes — it's free, needs no signup, and runs entirely in your browser with nothing stored. It estimates what your ad spend should return, benchmarked on real Malaysian campaign results across clinics, e-commerce and events.

Is AI marketing automation your fastest path?

The 2-week Strategic Audit answers that with your numbers — not our opinion.