LAB LIVE
SCANNING417 CAMPAIGNS
ANOMALIES12 FLAGGED
AVG LIFT+3.95× ROAS
GOOGLE ADS · GA4 · EST. 2013

Sterling Lab.

Performance lab.

Not an agency.

Google Ads and GA4 specialists. Every decision backed by data. Every campaign visible in your dashboard. Every result verified before we call it a win.

0
Active accounts
0+
Countries
0+
Industries
STERLING LAB · AUDIT ENGINE
LIVE
FEED[AUDIT]Conversion path #C-241 repaired3747
ROAS · WEEKLY+327%
BEFOREAFTER
0x1x2x3x4x5xAUDIT◆ WASTE4.7×◆ CLARITYW1W2W3W4W5W6W7W8
← MOVE TO COMPARE →
$ sterling-audit --mode=deep --account=google-ads
→ Fetching conversion layer integrity...
→ Cross-referencing GA4 attribution...
→ Analyzing bidding strategy signals...
✓ 14 optimization opportunities identified
✓ Estimated ROAS lift: 1.8x → 4.2x
→ Generating diagnostic report...
✓ Report ready. Sending to client dashboard.
CPA
€142
€88
−38%
ROAS
1.1x
4.7x
+327%
CVR
1.4%
3.1%
+121%
Waste
31%
0%
−100%
ACTIVITY · 24H · UTCPEAK 11:00 · 20:00
0006121824
Sample results · Post-optimization · Client data anonymized✓ verified
22+
Industries served
From finance to hospitality
3yrs
Average engagement
Long-term partners, not sprints
100%
Data-first approach
No gut feelings. Only numbers.
6
Currencies managed
EUR, USD, GBP, AUD, RUB, IDR
GAGoogle Ads
G4Google Analytics 4
LSLooker Studio
BQBigQuery
GTGoogle Tag Manager
YDYandex Direct
VKVK Ads
MAMeta Ads
TGTelegram Ads
WCWooCommerce
GAGoogle Ads
G4Google Analytics 4
LSLooker Studio
BQBigQuery
GTGoogle Tag Manager
YDYandex Direct
VKVK Ads
MAMeta Ads
TGTelegram Ads
WCWooCommerce
HQ · BELARUSGLOBE · ACTIVE MARKETS10 · COUNTRIES

We operate from Minsk and serve clients across 10 countries — Cyprus, UAE, Germany, Greece, Norway, USA and more. Hover any pin on the globe for detail.

BelarusRussiaUkraineCyprusGreeceNorwayTurkeyUAEGermanyUSA

Most ad budgets
bleed silently.

Not from the wrong audience or bad creative. From structural failures invisible until someone actually looks at the data architecture.

~60%

of accounts we audit have major tracking or attribution errors before any work begins. The budget keeps running. The data keeps lying.

/dev/account/audit.log
DIAG0/4 FIXED
$ sterling-audit --scan conversion,attribution,tracking,reporting
[01]C-01TRACKING_ERROR· CRITICAL

Conversions reported. Revenue invisible.

Local actions count as conversions. Bidding optimizes on signals that don't pay rent. The budget keeps running.

[02]C-02ATTRIBUTION_MISMATCH· CRITICAL

Three platforms. Three different numbers.

Google Ads says one number. GA4 says another. WooCommerce shows a third. Decisions land on a coin flip.

[03]C-03SCALING_RISK· HIGH

You're paying to scale a leaking funnel.

Every extra €1,000 hits the same broken tracking. Scaling multiplies the waste, not the result.

[04]C-04VISIBILITY_GAP· HIGH

Weekly PDFs that explain nothing.

Bar charts without diagnosis. No context, no next step. Another week of budget passes by the time you read.

$scanning...

A growth operating
system, not a campaign.

Four disciplines orbit a single core. Data flows. Signal moves. Every block feeds and is fed by the next — that's why scaling becomes predictable, not accidental.

I

Data Infrastructure

GA4 · GTM · BigQuery

GA4GTM-SBigQueryAttribution
II

Performance Engine

tCPA / tROAS · CAPI

tCPAtROASPMaxCAPI
III

Real-Time Visibility

Plan-Fact · alerts

LiveWeeklyAlertsForecast
IV

Systematic Testing

A/B · CRO · cadence

A/BGeoCopyCRO
BEFORE
  • Ad spend decisions based on incomplete data
  • Conversion tracking partially broken
  • Reports arrive weekly — explain nothing
  • No visibility between client meetings
  • Scaling amplifies the losses
AFTER
  • Every decision traced to a verifiable data point
  • Complete attribution across all channels
  • Live dashboard updated continuously
  • Weekly digest + hourly monitoring alerts
  • Scaling multiplies confirmed wins

Modular growth systems,
not service packages.

Each discipline is its own instrument with its own dial. Two hero disciplines form the core. Plan-Fact and Audit run on top of them for visibility and entry.

01 · HERO DISCIPLINE
ADS
0500MCC ACCOUNTS

Google Ads Management

Full-funnel campaign architecture

Search · Performance Max · Display · YouTube — built on real conversion signals, calibrated bidding, multi-account MCC infrastructure.

  • MCC multi-account management
  • Conversion API + offline uploads
  • tCPA / tROAS / Max Conv. strategies
  • Cross-border, 6-currency campaigns
02 · HERO DISCIPLINE
GA4
0.0100.00.0DATA COVERAGE %

Google Analytics 4

Data infrastructure & attribution

GA4 events, server-side tracking, BigQuery export, Looker dashboards — so your data tells the truth across the funnel.

  • GA4 implementation from scratch
  • Server-side tracking via GTM
  • BigQuery export + SQL analytics
  • Multi-touch attribution modeling
03 · SUPPORTING
P×F
95.0100.095.0UPTIME % · 90D

Plan-Fact Framework

Real-time performance reporting

Live spend-vs-plan dashboard, weekly Telegram digest, hourly monitoring alerts if the collector goes dark.

  • Live spend vs. plan dashboard
  • Weekly Telegram automated reports
  • Hourly monitoring alerts
  • Forecast to end-of-week close
04 · ENTRY POINT
DIAG
01200HOURS TURNAROUND

Pre-Engagement Audit

2-day account diagnostic

Structured audit of Google Ads + analytics setup, delivered as prioritized report. Free. No commitment.

  • Full conversion tracking audit
  • Campaign structure review
  • Attribution diagnostic
  • Prioritized fix recommendations

Lab workflow. Not a black box.

Every engagement follows the same disciplined four-phase process. You see every step, every decision, every result — in real time. Documented like a lab notebook.

DAY 01–02·PHASE 01

Pre-Audit

2 days · Free

We review your Google Ads account and analytics setup before committing to anything. Conversion tracking integrity, bidding targets, campaign structure, attribution quality.

Diagnostic report with prioritized findings
← free. low risk.
WEEK 01–02·PHASE 02

Data Infrastructure

Week 1–2

Clean conversion layer. Server-side GA4. BigQuery export. UTM discipline enforced. We build the measurement foundation before spending another dollar on ads.

Live data infrastructure + GA4 audit confirmed
most agencies skip this part →
WEEK 02–03·PHASE 03

Campaign Setup

Week 2–3

Rebuild or restructure campaigns around real conversion signals. Set bidding strategies matched to business goals, not platform defaults. Geo targeting, audience layers, ad copy variants.

Restructured campaigns live with correct signals
real campaigns on real data
MONTH 02 →·PHASE 04

Optimize & Scale

Ongoing · Monthly

Weekly A/B tests. Monthly campaign reviews. Plan-Fact dashboard updated in real time. Every decision documented. Every change tracked. Scaling happens when unit economics are confirmed.

Weekly digests + monthly performance review
this part never ends ✦
— Sterling Lab.
SIGNATURE · LOGBOOK CLOSE

22+ niches.
One process.

Same measurement discipline, same campaign architecture — applied across 24 live niches. Hover any cell to see the representative performance curve.

FILTER
FINANCE & INVESTMENTS
Investment Companies
+182%
ROAS lift
7-WEEK SERIESLIVE
FINANCE & INVESTMENTS
Financial Services
−54%
CPL drop
7-WEEK SERIESLIVE
FINANCE & INVESTMENTS
Currency Exchange
+96%
CVR uplift
7-WEEK SERIESLIVE
FINANCE & INVESTMENTS
Fintech B2B
×3.4
Pipeline
7-WEEK SERIESLIVE
HEALTHCARE
Dental Clinics
€88
CPA · was €142
7-WEEK SERIESLIVE
HEALTHCARE
Medical Centers
+121%
Bookings
7-WEEK SERIESLIVE
HEALTHCARE
Private Practices
−38%
CPL
7-WEEK SERIESLIVE
HEALTHCARE
Health & Wellness
+74%
Web checkouts
7-WEEK SERIESLIVE
HOSPITALITY & LOCAL
Restaurants · Local
$1.90
CPA · ind. $4–6
7-WEEK SERIESLIVE
HOSPITALITY & LOCAL
Hotels & Resorts
+212%
Direct bookings
7-WEEK SERIESLIVE
HOSPITALITY & LOCAL
Tourism
+91%
Lead volume
7-WEEK SERIESLIVE
HOSPITALITY & LOCAL
Event Venues
−42%
Wasted spend
7-WEEK SERIESLIVE
E-COMMERCE
Digital Products
+327%
ROAS · 8 weeks
7-WEEK SERIESLIVE
E-COMMERCE
WooCommerce Stores
+118%
Revenue / spend
7-WEEK SERIESLIVE
E-COMMERCE
Music & Audio
+86%
Conversions
7-WEEK SERIESLIVE
E-COMMERCE
Specialty Retail
−61%
CAC
7-WEEK SERIESLIVE
EDUCATION
Music Schools
+104%
Trial signups
7-WEEK SERIESLIVE
EDUCATION
Language Courses
+78%
Enrollments
7-WEEK SERIESLIVE
EDUCATION
Online Learning
×2.6
Pipeline
7-WEEK SERIESLIVE
EDUCATION
Professional Training
+44%
Booked calls
7-WEEK SERIESLIVE
B2B & PROFESSIONAL
Consulting
+158%
Qualified leads
7-WEEK SERIESLIVE
B2B & PROFESSIONAL
Legal Services
−47%
Cost per case
7-WEEK SERIESLIVE
B2B & PROFESSIONAL
Real Estate
+92%
Inquiries
7-WEEK SERIESLIVE
B2B & PROFESSIONAL
SaaS Products
+213%
MQL → SQL
7-WEEK SERIESLIVE

Showing 24 / 24 niches.

Not sure if your industry fits? Ask us in 2 minutes.

Diagnostic reports.
Not success stories.

Real clients. Real structural problems. Real work we did. Each case rendered as the audit report it actually was — diagnosis, procedure, result.

SL-CR-241REV.ACLASSIFIED · CLIENT-VIEW
INVESTMENT · CYPRUS

Crestfield Capital

Financial Services
[01]DIAGNOSIS

Tracking error: bidding on wrong conversion type

[02]SITUATION

Conversion tracking was broken. 75% of conversions registered as low-value local actions. Bidding strategies optimized on the wrong signals — not real bookings.

[03]PROCEDURE
    01Rebuilt conversion layer: 4 actions clarified to primary flagship
    02Web booking action set as primary conversion signal
    03Reconfigured tCPA targeting real booking completions
    04Server-side GA4 with correct revenue attribution
[04]RESULT

Conversion quality rebuilt from the ground up

VERIFIEDSTERLING LAB
SL-AE-218REV.ACLASSIFIED · CLIENT-VIEW
E-COMMERCE · SPAIN / GLOBAL

Aether Instruments

Digital Products
[01]DIAGNOSIS

Data fragmentation: three systems, zero reconciliation

[02]SITUATION

Three disconnected data sources: Google Ads, WooCommerce, GA4. No cross-validated revenue figure. Conversion rate stuck at 1.5% with no diagnostic visibility.

[03]PROCEDURE
    01Custom GA4 collector with automated dashboards
    02WooCommerce → Google Ads revenue attribution linked
    03Cross-channel reporting: spend, sessions, orders, revenue unified
    04Checkout CRO with A/B testing on key funnel steps
[04]RESULT

Single source of truth for all revenue data

VERIFIEDSTERLING LAB
SL-EM-176R.03
HOSPITALITY · BALI

Ember Kitchen Ubud

[01]DIAGNOSIS

Setup risk: wrong conversion goal would waste entire budget

[02]PROCEDURE
  • 01Performance Max + Local Actions setup
  • 02Primary KPI: Directions (not proxy purchase events)
  • 03Geo radius A/B: 5km vs city-wide
[03]RESULT

406 conversions / month · CPA $1.90 (industry avg: $4–6)

SL-MT-203R.04
HEALTHCARE · GERMANY

Mitte Dental

[01]DIAGNOSIS

Attribution gap: half the leads invisible to reporting

[02]PROCEDURE
  • 01WhatsApp click-to-chat tracked as primary conversion
  • 02Server-side GA4 for accurate session attribution
  • 03Plan-Fact dashboard for client weekly review
[03]RESULT

Full attribution across WhatsApp + web lead channels

SL-NX-189R.05
FINANCIAL LEAD-GEN · INTERNATIONAL

Nexus Capital Group

[01]DIAGNOSIS

Scale problem: profitable countries hidden in aggregate

[02]PROCEDURE
  • 01Geo-segmented bidding per high-LTV country group
  • 02Offline conversion upload via Google Ads API (CRM loop)
  • 03GA4 + BigQuery for multi-touch attribution
[03]RESULT

CRM-to-Ads feedback loop closed for the first time

Client names anonymized. Report IDs are internal. Metrics reflect specific account conditions — results vary by market, budget, and funnel maturity.

8 specialists.
No black box.

You know exactly who works on your account. Each specialist owns a defined domain — no account managers hiding analysts.

Hover each card to read the specialist bio.

Alex Sterling

Manages 42 client accounts via MCC. Built the Plan-Fact framework clients see in real time. Strategy focus: cross-border brands entering Cyprus, UAE, and Northern Europe.

Alex Sterling

Founder · Strategy

Google AdsMCCCross-border
Stas

High-budget Performance Max specialist. Manages accounts where unit economics of scaling have been verified — not assumed.

Stas

Performance Lead

Performance MaxtROASScale
Anastasiia

Leads international lead-gen across 10+ countries. Metrics approach: leads × LTV / spend, not just CPL.

Anastasiia

Account Director

B2BMulti-countryFinancial
Maryana

Leads the Yandex Direct practice. Knows that Yandex ≠ Google — the economics and edge cases are different and she navigates both.

Maryana

Senior Performance Manager

Yandex DirectЯ.МетрикаRU/CIS
Ksenia

Manages 5 parallel accounts across different platforms. Single weekly Plan-Fact cadence across all clients regardless of channel.

Ksenia

Performance Manager

Yandex DirectVK AdsMulti-platform
Tatiana

Specializes in local actions: directions, calls from Maps, online reservations. Launched Symposio restaurant in Athens focusing on tourist traffic.

Tatiana

Performance Manager

Local AdsGoogle MapsHospitality
Max

Builds the data layer for all clients: GA4 events, server-side tracking, BigQuery export. If a dashboard number doesn't add up — it goes to Max.

Max

Analytics Lead

GA4BigQueryGTM
Kate

First point of contact after kickoff. Sets up access, establishes weekly reporting rhythm in Telegram, bridges clients and the performance team.

Kate

Client Success Manager

OnboardingReportingProcess

Growing the team

We occasionally bring in specialists for specific verticals. If performance marketing at this depth sounds like your world —

Reach out →

Serious audit.
No commitment. 2 days.

We review your Google Ads account and analytics setup before any engagement. You get a structured diagnostic report with prioritized findings — whether we work together or not.

01
Contact us
Telegram or WhatsApp. No forms, no waiting.
02
Share read access
Google Ads account — read-only. Takes 2 minutes.
03
Receive the report
Structured diagnostic within 2 business days.

Free. No commitment required. If the economics don't work — we'll say so upfront.
Around 60% of audit requests don't proceed to engagement — and that's the right outcome.