AI-Led Execution / Creative, CRO and SEO

Production got cheap.

Standing out didn't.

Ad creative, landing pages, content. AI produces the variants. We own the thinking that comes before them.

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How we think

AI ships a hundred variants in an afternoon. They're all fine, but fine is the new failure mode.

What ships fast looks interchangeable. What ranks today fades tomorrow. What gets generated for AI engines reads like it was generated for AI engines.

The real work moved upstream: into the brief that decides what's worth making, the page that answers the question people are actually asking, the content that earns its citation instead of chasing a ranking.

That work doesn't ship in an afternoon.

The asset got cheap. Mattering didn't.

What we build

SEO, CRO and creative, from the impression to the conversion.

Creatives

A hundred variants by lunch is table stakes now. The variants aren’t the work. The work is the brief that decides what gets tested, the grid that isolates what performs, and the discipline to scale only what stood out.

01 · Creative Matrix Architecture

Creative testing grids, over one-off ads.

One-off ads teach you nothing you can reuse. We lay the work out as a grid instead: strategic themes down one axis, narrative angles across the other, a distinct test in every cell. The Dragonfly framework reads the results, so we know which angle carried a winner and which one just rode a good offer. The angle gets scaled, not the ad.

themes × narrativesindex vs baseline 100
testimonialdemodata storyfounderavgspeedcosttrust889610492941011129810311814610995101119avg95105121100one ad tells you it worked. a grid tells you which axis did.
02 · Asset Production & Variations

Design systems, to scale creative variations.

Volume is where most brands come apart: forty formats across six languages, each one drifting a little further from the last. We build the brand as a design system first, then generate the variations and HTML5 assets from it. Type, spacing and logo rules are decided once and inherited everywhere, so the fiftieth banner still looks like the first and testing never waits on production.

one system, every cut3 formats × 4 languages
designsystemtype scalecolourgridlogo rulesmotionEN16:91:19:16FR16:91:19:16DE16:91:19:16ZH16:91:19:1612 assets from one set of rules. change the rule, not the twelve.
03 · Dynamic Creative Optimization

Dynamic Creative Optimisation via DV360.

Where the media plan justifies it, we run full Dynamic Creative Optimization inside Display & Video 360. A live feed drives the creative: price, availability, location, weather, whatever actually changes the message. One template covers what would otherwise be forty hand-built assets, and because the feed drives each element, you can see which element won rather than which ad did.

dynamic creativeresolved at the impression
live feedpricestocklocationDV360rules engineZürich · CHF 1,2404 left in storeGenève · CHF 1,190in stockBasel · CHF 1,240ships todayone template. the content resolves when the impression is served.

Landing pages

The ad makes a promise. The page keeps it or loses the click. Most paid traffic still lands on a page built for everyone, calibrated for no-one. Pair the campaign’s question with the page that answers it.

01 · Conversion Diagnosis

Funnel analysis, where the page loses people.

Before we redesign anything, we map where visitors drop off. Funnel analysis in GA4 and BigQuery, session replays and heatmaps, and the on-page signals that reveal hesitation. The output is a prioritized friction map, not a hunch, so every change answers a problem we can actually see.

funnel · where it leaksLanding visit100%Engaged78%Form start44%Submitted33%this is the leak
02 · Landing Page Optimization

Conversion rate optimisation through UX and UI.

We audit the pages your paid traffic already lands on and fix what costs conversions: the form that asks too early, the hierarchy that buries the offer, the mobile layout nobody checked. Then we hand over templates your team deploys without us. The next campaign gets a page built for its question, not the homepage with a new headline.

where the page loses peopleUX · UI
Element
Finding
Action
hero
generic promise
match the ad
form
9 fields
cut to 4
proof
below fold
template shipped
03 · Experimentation and Testing

A/B testing the big swings, not button colors.

Frictions become scored hypotheses, and we test the changes big enough to move a number. At real traffic levels that means testing high-intent micro-conversions, reading significance with guardrails, and logging every result so wins compound instead of resetting each quarter.

experiment-log
Test
Lift
Status
hero rewrite
+14%
shipped
short form
+9%
significant
proof block
-2%
dropped
new CTA
running
day 6

Organic visibility

SEO didn’t disappear when AI arrived. The content side got faster and noisier. AI ships a hundred pages by Friday, and most of them rank for nothing. The structural side didn’t change. Pages still earn visibility through topic depth, technical hygiene, and signals that aren’t easy to fake. The work runs in twelve-month cycles, not ninety-day sprints.

01 · Search Authority Engine

SEO content that earns the citation.

Transactional queries get landing pages, categories get pillar pages, and the questions buyers actually ask get evergreen articles written to be cited by Google's AI Overviews and the other engines pulling from the open web. We publish in whichever languages the market speaks. Most of the productised hours sit here, because content is where the equity accumulates.

query type → page typewhat earns the citation
the questionwhat we publish"buy / pricing"landing page"what is / which"pillar page"how do I / why"evergreen articlecitedAI answers quote the page that explains, not the page that sells.
02 · Technical SEO & Optimization

Technical SEO and earned signals.

Schema, canonicals, GA4 tracking and site structure get set once and audited twice a year, because what breaks a site is usually drift rather than a decision. Beyond Google's index, AI engines corroborate what they find against long-form on LinkedIn, third-party review platforms and trust databases, so those are maintained too. We clean up toxic links. We do not run outbound link campaigns and we do not sell backlinks.

what the audit coverstwice a year
on the siteschemacanonicalsGA4 trackingsite structureindex coveragecore web vitalswhat the engines check it againstlong-form on LinkedInreview platformstrust databasesbeyond Google's indexholdingdrifted
03 · SEO Monitoring

Rank tracking, and what positions are worth.

The dashboard goes up in month one, so there is a baseline before anything changes. It tracks position and visibility by market and by query cluster, which pages are gaining or losing ground, and where citations are appearing in AI answers. We review it monthly and rebalance quarterly, moving effort toward the clusters that are actually moving.

AI positioning dashboard: AI traffic, engine referrals, average AI position, link presence, and AI traffic vs organic over time
The new failure mode

Output got faster.
The brief got harder.

01Creatives
A brief that decides which variants to test.
02Landing pages
A page built around the campaign's specific question.
03SEO / GEO
Content the engines now cite.
Content authorityQ3
creatives
landing pages
seo / geo
The brief · Q3 onboarding · SMB
AI ships variantsthe brief picks
holdout winner
"30% faster setup"
brief-aligned · +22% CVR
scale candidate
"Replace four tools"
brief-aligned · +14% CTR
landing match
"One workspace, day one"
brief-aligned · paired w/ LP
97 variants shipped · 3 kept · the rest indistinguishable
campaign page · the promise lands
ad creativepaid social · Q3-SMB-A
Cut Q4 onboarding cost by 30%
for SMB teams of 10–50
Get the playbook →
same question · same ICP
landing page/q3-onboarding-cost
ICPSMB ops · 10–50 seats · finance lead
Cut Q4 onboarding cost by 30%
Built from 240 SMB implementations · benchmarks, vendor templates, and an ops-lead checklist.
The math
The playbook
SMB benchmarks
Download the playbook
One question, one ICP. Hero, proof, and content are built for the exact buyer the ad targeted.
homepage · the promise is lost
ad creativepaid social · Q3-SMB-A
Cut Q4 onboarding cost by 30%
for SMB teams of 10–50
no match
homepage/
ICPeveryone
Product·Solutions·Pricing·About
The platform for modern teams.
Trusted by 8,000+ companies worldwide.
Customers
Features
News
Same ad, different audience. The page is for everyone, so it answers no-one. The SMB ops lead bounces.
Pillar + cluster · GEO-ready architecture
vs. 100 articles
no architecture · no authority
What is GEO?subtopic ?Schema markuphow-to ?LLM citationswhy ?AI overviewsexamples ?Voice querieslong-tail ?Trust signalschecklist ?Generative SERPoverview ?Content depthbenchmark ?pillarAI-search ranking4,200 words · depth verifiedG2 · reviewsForrester cite
Architecture:1 pillar · 8 clusters · 23 internal links · 2 earned signals
1architecture, compounds
brief×variants×pages×signal=standout↑ produce more · stand out less
What changes on your side

Once the thinking is in place, the production stops looking generic.

Creative briefs grounded in what the data shows, not in what looks good in a deck.
Ad variants that ship at platform speed, with the brand intact across markets.
Landing pages built around the campaign's specific question, not extracted from the homepage.
Conversion rates that respond to the creative work, not in spite of it.
A twelve-month SEO roadmap with capacity that compounds, not one-off campaigns.
AI search visibility tracked alongside organic, in one reporting layer.
Start here

Creative, conversion, visibility. Each its own shape.

Start with a conversation. We scope from there. If measurement needs to come first, we'll say so.

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