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Senior marketers only Fixed fee · No spend markup No junior account handling
kaliber.asia Services Creative & Landing Page Testing

Creative and landing page tests your team can learn from.

Built for the era where Google AI Max rewrites your headline and Meta Andromeda picks the creative. Distinctive Brand Assets and a closed-loop learnings system, so creative output compounds while AI does its part.

For in-house marketing teams
Works alongside your media partner
Senior creative leadership
The real problem
More assets is not the same as more learning.

Most pipelines look productive, assets shipping on schedule, calendar full, pages designed. Six months in, the team still cannot answer: which angle moves enquiries, which page section breaks trust, what to test next.

Creative is producing assets. It is not producing learnings.
What changed in 2026
Google AI Max rewrites your ad headline. Your landing page has to deliver on it.

Google’s AI Max for Search matches buyers on search terms you never bid on, rewrites your headline and description per query (text customisation), and routes traffic to whichever URL on your site best matches the intent (final URL expansion). Meta’s Andromeda does the equivalent on the creative side. Both run AI-driven auctions where the page the buyer lands on is no longer something the marketer fully controls.

Final URL Expansion
AI picks the LP. You don’t.

If you have one homepage, every query lands there. If you have a library of message-match LPs, AI Max routes by intent — and conversion compounds.

Text Customisation
AI rewrites the headline.

If your LP hero contradicts the AI-generated headline, CTR is fine but bounce-rate spikes. Continuity testing between ad copy and LP becomes the new lever.

URL Inclusions / Exclusions
Proof the LPs deserve the traffic.

AI Max can be constrained to specific URLs. Tested LPs with proven CVR earn the inclusion list. Untested LPs leak spend.

Translation for in-house teams: a single homepage with one hero is now structurally outclassed by a tested LP library. Volume of well-tested message-match pages is the new compounding asset. Every test we ship goes into the AI Max inclusion list, every winning hook becomes a Distinctive Brand Asset, every losing variant gets retired.

In the AI Max era, the brands with the deepest LP test library get the cheapest qualified clicks.
How we approach it
Four connected testing layers.

Anchored on Distinctive Brand Assets so volume reinforces the brand. Closed by a learnings loop so every test sharpens the next.

01

Distinctive Brand Assets

The recognisable, ownable elements that make a brand identifiable in 0.3 seconds, before the buyer reads a word. Methodology from the Ehrenberg-Bass Institute.

Logo Colour Character Sonic Layout signature
02

Performance creative

Concepts, hooks, and assets built to give platforms more to learn from. Volume reinforces the DBAs, never fragments them.

Angles Hooks Statics Animated Retargeting
03

Landing page testing

Component-based variants for message-match, trust, and conversion. Same DBAs carried from ad to page so attention does not break.

Hero Proof CTA FAQ Campaign pages
04

Closed-loop learnings

Hypothesis, signal, outcome, next-test brief. The result of every test feeds the next, so creative output compounds instead of resets.

Test plans Outcomes Patterns Learnings library
The LP closed loop

No LP starts from zero. Every LP teaches the next.

Quantitative + qualitative inputs feed the first test. PostHog reads what the page is doing. The next LP is built from what we learned.

01

Inputs. What we read before we build

We pull data from your Google Ads account (search terms, impressions, CTR, quality signals) and your existing landing page (CVR, scroll depth, drop-off, form abandonment). Then we layer on a qualitative review. Heuristics, brand-LP message-match, ad-to-page continuity, where the page asks too much too soon.

Google Ads data Existing LP results Qualitative review Ad-to-page continuity
02

Generate the first test landing page

Built from the inputs above. Production-grade. In market within a week.

First test LPInsert screenshot
03

Apply PostHog. Behavioural + event analytics

PostHog instrumentation goes live with the page. Behavioural analytics (heatmaps, session replay, rage-click detection) shows where users hesitate, scroll past, or bail. Event analytics (clicks, form interactions, scroll milestones) shows what they actually do. We read both to identify exactly which copy weakens conviction and where conversions are breaking.

Heatmaps Session replay Click events Form analytics Scroll milestones
PostHog dashboardInsert screenshot
04

Generate the next landing page

Built from what PostHog showed. Sharper copy where users hesitated. Restructured sections where conversions broke. New hypothesis. New test.

Next test LPInsert screenshot
The loop closes, and stays closed.
Every cycle sharpens the next. Six months in, your LP system stands on the back of every test before it.
Boundary, named explicitly
In scope. Out of scope.

In scope

  • page section & component variants
  • campaign-specific landing pages
  • message-match pages
  • conversion path improvements
  • integration with existing analytics

Out of scope

  • full website builds
  • custom development
  • calculators & portals
  • complex backend integrations
  • bespoke design systems
Proof over promises
When creative volume was not enough.
Trend Micro logo
Trend Micro
B2B Cybersecurity · 32 APAC cities · CISO targeting
Verified by client
+1,125%
audience reach
−85%
eCPM across 32 cities
12×
creative test velocity
70% of field budget went to events with limited measurable reach. CISOs were hard to find at scale. We built a digital strategy that did what events couldn’t — and proved it across every metric.
Read the Trend Micro case study
Concepts → assets → learnings library. The full closed-loop creative system, applied to a 32-city B2B campaign.
Common questions
Creative & LP Testing questions.
How does Google AI Max change landing page testing?

Google AI Max for Search introduces three behaviours that change the LP game. Search term matching expands the queries that trigger your ads beyond your keyword list. Text customisation rewrites your headline and description per query. Final URL expansion routes traffic to whichever URL on your site best matches the intent. Translation: a single homepage with one hero is now structurally outclassed by a tested library of message-match LPs. AI Max routes by intent — and conversion compounds when each tested LP carries proven CVR. Every test we ship goes into the AI Max URL inclusion list.

What are Distinctive Brand Assets and why do they matter?

Distinctive Brand Assets (DBAs) are the recognisable, ownable elements. Logo, colour, character, sonic, layout signature. That make a brand identifiable in a fast-scroll feed before the buyer reads a word. The methodology comes from the Ehrenberg-Bass Institute. Performance creative without DBAs is forgettable in 0.3 seconds. Every test we ship reinforces the DBAs we already know work.

What is closed-loop learning?

Every test ships with a hypothesis, a primary signal, and an outcome captured against that hypothesis. The result enters the learnings library, becomes the next test's brief, and informs the next creative production cycle. Test → ship → measure → learn → next test. No test starts from zero. No winning idea is forgotten. No losing idea is repeated.

What is performance creative?

Creative built to give Meta and Google more to learn from. Concepts, hooks, static and animated variants, ad copy, retargeting assets, and creative testing batches. Anchored on Distinctive Brand Assets so volume reinforces brand instead of fragmenting it.

What does landing page testing include?

Component-based campaign page variants for message-match, trust, and conversion. Hero, proof, CTA, FAQ section variants. Within monthly operating limits. Not full website builds, custom development, calculators, portals, or bespoke design systems.

Do you manage paid media as part of this?

Not in this offer. Works alongside your in-house media team or current agency. For media + creative + pages under one roof, see Performance Partner.

How many tests per month?

Cadence depends on media volume, tests need traffic to learn. Typical engagement runs 2 to 4 meaningful tests per month.

Ready when you are
Turn creative output into learnings.
Book a strategy call
For in-house teams Senior creative leadership Fixed monthly fee
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