What services does Dr. Kristine Ling offer?

Four core packages: Strategy Consultation, Content Strategy, Media Buying, and AEO Website Creation. Strategy from RM 1,500 per session. Media Buying retainers run RM 3,000–10,000 per month. Full rate card on the main site.

Is Kristine a freelancer or an agency?

Senior freelance consultant operating under the Cloudline Studio brand. Engagements are one-to-one with Kristine leading, with a small network of specialists brought in for execution where needed.

Where is Kristine based and which markets does she serve?

Based in Kuala Lumpur, Malaysia. Primary markets: Malaysia, Singapore, Indonesia, Australia, China. Open to remote engagements across Southeast Asia and beyond.

Does Kristine do UGC / creator work as well as strategy?

Yes. A dedicated creator portfolio lives at /ugc with tech, lifestyle, and beauty content pillars across LinkedIn, YouTube, and Instagram, plus a separate rate card for creator collabs.

How long is the typical engagement?

Strategy consultations can be single sessions or quarterly retainers. Media Buying has a 3-month minimum. AEO Website Creation projects run 4–10 weeks. Creator retainers have a 3-month minimum.

What's Kristine's track record?

Nine years across senior marketing and growth roles. Headline case studies include: +300% revenue for ClearSK Aesthetic Clinics, 2.46× B2B ROI for Prouvers, 10 → 350 daily orders at easyeats.io, and +330% client retention at whacked.co.

How to Track AI Traffic in Google Analytics 4

Set up GA4 to capture ChatGPT, Claude, and Perplexity referrals. UTM hygiene, custom dimensions, and the Looker Studio panels CMOs are starting to ask for.

Why this matters

AI engines are starting to drive measurable traffic. Without setup you will see ChatGPT and Perplexity referrals lumped into Direct or Other. With proper setup you can attribute conversions, track query volume, and see which AEO moves are working.

Step 1, identify the AI referrer domains

The current set of AI engines worth tracking.

chat.openai.com and chatgpt.com
claude.ai
perplexity.ai and www.perplexity.ai
copilot.microsoft.com
gemini.google.com
poe.com
you.com

Step 2, create a custom channel group

In GA4, Admin, Data Display, Channel groups, Create new channel group. Add a rule named "AI Engines" with the condition Referrer matches regex.

(chatgpt\.com|chat\.openai\.com|claude\.ai|perplexity\.ai|copilot\.microsoft\.com|gemini\.google\.com|poe\.com|you\.com)

Order this rule above Organic Search so the AI traffic does not get reclassified.

Step 3, add a custom dimension

Admin, Custom definitions, Create custom dimension. Name it "ai_engine", scope Event, Event parameter "ai_engine". Then in GTM or your tag setup, populate the parameter on the page_view event using a referrer regex.

Step 4, build the Looker Studio panel

The panel I deploy has four cards.

AI sessions over time, broken down by engine.
AI traffic conversion rate vs Organic Search baseline.
Top landing pages from AI traffic.
Engaged sessions by AI engine, not just sessions.

What good looks like in 2026

For a marketing site with 50000 monthly sessions, AI traffic ranges from 0.5 to 4 percent of total. Conversion rate on AI traffic is often 1.5 to 2 times Organic Search because users arrive with intent already shaped by the AI answer. If your AI traffic conversion rate is below your Organic Search rate, the AI is sending you wrong fit users and you should review what your pages are getting cited for.

Frequently asked

Quick answers

Why does Direct traffic include AI traffic?: Some AI engines strip referrer headers when the user clicks a citation through a redirect. The traffic lands as Direct. There is no clean fix today. The custom channel group catches the rest.
Can I track which prompt drove the visit?: Sometimes. Perplexity passes the query in URL parameters. ChatGPT does not. Capture all UTM and referrer URL parameters in a custom dimension to maximize what you can see.
Is GA4 the right tool for AI traffic analysis?: GA4 plus a Looker Studio panel covers most needs. For deeper analysis on small samples, complement with PostHog or Mixpanel. Your warehouse plus a BI tool wins for executive reporting.
How often should I review the AI traffic panel?: Monthly for trend, quarterly for AEO investment decisions. Weekly is too noisy at typical traffic volumes.
Should I run paid campaigns on AI engines?: Perplexity is the only one with a paid ads beta as of 2026. Most teams should focus on AEO content first. Ads will follow once volume is large enough to matter.