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Case studies

See the problem. Understand the decision.

Explore B2B marketing case studies from diagnosis to implementation and outcome, alongside earlier ecommerce and app work. Use the filters to find a relevant challenge, channel or buying journey.

About the work

Each case study follows the challenge, the decisions and the implementation, with the results and trade-offs that shaped the work.

Selected work

Six places to start.

Different problems, different scopes. Open the closest example to see the starting point, my role and the period covered.

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44 case studies

Growth Strategy · Series A SaaS

Setting the marketing priorities after Series A

Shared customer priorities, channel roles and sales feedback supported 3.2x marketing-sourced pipeline, with the work coordinated across the team.

3.2x Marketing-Sourced Pipeline · +81% Qualified Opportunities · -34% Cost per Opportunity · Marketing Contribution 18% → 47% of Pipeline

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Organic Growth · B2B marketplace

100,000 products. Which pages deserved the work?

Priority categories became easier to discover as search opportunity, available inventory and internal links guided the SEO rollout.

+96% Organic Sessions · +84% Non-Brand Clicks · +38% Organic Signups · +44% Organic Revenue · 41 → 129 Top-10 Rankings

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Paid Media · B2B SaaS

Cheaper leads weren’t better demos

Cost per qualified demo fell from €420 to €285 at flat spend after intent, pages and verified CRM outcomes guided acquisition decisions.

-32% Cost per Qualified Demo · 18% → 27% Demo-to-Opportunity Conversion · Flat Spend

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Paid Media · Professional services

Reaching finance leaders with a reason to buy

Sales acceptance rose from 22% to 46% after LinkedIn targeting considered company fit and a current buying need alongside job title.

22% → 46% Sales Acceptance · −33% Cost per Accepted Lead · 18 → 31 Accepted Leads per Month

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Organic Growth · Multilingual business

Rebuilding search plans in English, French and Arabic

Qualified organic inquiries rose 44% after English, French and Arabic received locally relevant search plans and clearer language targeting.

+44% Qualified Organic Inquiries · +68% Arabic Nonbrand Clicks · +39% French Nonbrand Clicks · 93% Priority Pages Indexed

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Organic Growth · E-commerce

A product grid isn’t a buying guide

Clearer category guidance and useful filter pages supported 47% more organic category visits and a better route to available products.

+47% Organic Category Entrances · +31% Revenue from Category Entrances · 1.8% → 2.2% Purchase Conversion Rate

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Organic Growth · Growing website

The next SEO win was inside 240 old articles

A selective content cleanup improved nonbrand clicks by 29% while reducing the maintained library, with valuable search topics and links protected.

+29% Nonbrand Organic Clicks · +24% Content-Assisted Inquiries · -22% Maintained Article Library

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Conversion & Lifecycle · E-commerce

Recover the cart. Keep the margin.

The recovery sequence generated more additional orders with less discount reliance, measured against customers who received no campaign.

+18% Incremental Recovered Orders · -26% Discount Usage · +5 pts Recovered-Order Contribution Margin

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Conversion & Lifecycle · B2B services

Good inquiries. Nineteen hours of silence.

Response time fell from nineteen hours to two after ready prospects, later-stage demand and neglected follow-up received distinct paths and owners.

19h → 2h Median First Response · 11% → 17% Lead-to-Opportunity Conversion · 94% of Inquiries with an Assigned Next Step

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Conversion & Lifecycle · Subscription business

Helping new users complete their first team workflow

First-workflow completion rose from 32% to 45% after onboarding messages followed unfinished actions and stopped when those actions were complete.

32% → 45% First-Workflow Completion · 6 Days → 3 Days Median Time to Value · +6 pts 30-Day Retention

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Analytics & Measurement · B2B SaaS

Following campaign records into the sales pipeline

Usable source information rose from 54% to 91% of opportunities after campaign identifiers and sales-stage definitions were matched.

54% → 91% Usable Opportunity Sources · 4 Hours → 45 Minutes Weekly Reconciliation · Shared Pipeline-Based Channel Reviews

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Analytics & Measurement · E-commerce

One business. Two revenue totals. A 21% gap.

Order-level checks reduced the reporting gap to 3%, exposing duplicate purchases and inconsistent revenue definitions before campaign budgets were judged.

21% → 3% Revenue Reporting Gap · Duplicate Purchase Events Below 1% · One Shared Revenue Definition · 4-Week Measurement Rebuild

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Analytics & Measurement · Leadership team

Forty slides. Fourteen decisions still waiting.

Preparation fell from two days to half a day, with important metrics tied to a decision, an owner and follow-up.

2 Days → 0.5 Day Report Preparation · 100% Priority Metric Ownership · Decision Backlog 14 → 5 · 8-Week Reporting Redesign

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Growth Strategy · Early-stage SaaS

€12,000 couldn’t answer five market questions

Qualified-demo conversion improved from 1.2% to 2.1% when a five-industry acquisition plan concentrated on one promising starting segment.

1.2% → 2.1% Qualified-Demo Conversion · +38% Qualified Demos · Same €12K Monthly Budget · Clear Priority Segment for the Next Quarter

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Growth Strategy · Scaling company

Where should the next acquisition euro go?

A staged review across six channels reduced CAC by 17%, with conversion delays and sales capacity considered before larger reallocations.

-17% Blended Acquisition Cost · +22% Qualified Pipeline · 2 Underperforming Investments Reduced · 3 Channels Given Evidence-Backed Priorities

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Growth Strategy · New-market entrant

Before the Saudi rollout, test the assumptions

The entry pilot created 26 accepted opportunities and rejected three assumptions, helping the business decide what was ready for expansion.

26 Sales-Accepted Opportunities · 3 Core Assumptions Rejected Before Rollout · Narrower Validated Offer · Explicit Expand / Pause Gates

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Growth Strategy · Growth team

Twelve tests. What did the team actually learn?

Nine of twelve tests produced decisions after each test began with the choice it could change and the evidence it would need.

9 of 12 Tests Produced a Decision · vs 3 of the Previous 12 · 6 Roadmap Items Reprioritized · 12-Week Experimentation Reset

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Growth Strategy · Founder-led business

Thirty growth ideas. Capacity for five.

A thirty-initiative plan became five owned priorities, improving proposal speed before the team took on more demand.

10 Days → 6 Days Proposal Turnaround · +24% Qualified Pipeline · 4 of 5 Priority Initiatives Delivered on Schedule · One-Quarter Execution Reset

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Digital Transformation · B2B organization

Consolidating a fourteen-tool marketing stack

Subscriptions fell by 18% after replacement workflows were defined before cancellation, reducing tools and manual transfers together.

14 → 10 Active Tools · -18% Annual Subscription Cost · 12 → 4 Weekly Manual Data Transfers · 4-Month Stack Consolidation

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Digital Transformation · Services company

Customers had already answered that question

Onboarding shortened from nine days to six after information ownership and readiness rules reduced repeated customer requests.

9 Days → 6 Days Onboarding · -57% Repeated Information Requests · 64% → 88% First-Pass Onboarding Completeness · 12-Week Pilot

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Digital Transformation · Growing sales team

Making the CRM part of the sales team’s daily work

Weekly CRM use rose from 45% to 90% as required fields supported real sales work and parallel spreadsheets were retired.

45% → 90% Weekly Active CRM Usage · 59% → 94% Required-Field Completeness · Parallel Pipeline Spreadsheets Retired · 90-Day Adoption Reset

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Digital Transformation · Multimarket business

Agreeing CRM rules across four markets

Four markets adopted common sales definitions with room for justified local workflows, reducing reporting preparation by 65%.

4 Markets Aligned · -65% Consolidated Reporting Preparation · 92% of New Leads Following the Common Data Standard · 5-Month Rollout

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Workflow Automation · Inbound sales

Four-minute routing, even when the rules couldn’t decide

Assignment time fell from five hours to four minutes across five forms, with existing relationships, absent staff and repeated submissions accounted for.

5 Hours → 4 Minutes Assignment · 97% Routing Accuracy · 0 Unassigned Leads Older Than One Day · 6-Week Automation Rollout

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Workflow Automation · Marketing team

Replacing seven hours of weekly reporting work

Preparation fell from seven hours to ninety minutes, with checks for complete, current inputs and a named owner when a source failed.

7 Hours → 90 Minutes Weekly Preparation · Failed Refreshes Assigned to a Named Owner · 8-Week Automation Pilot

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Workflow Automation · B2B services

Same person. New inquiry. Not a duplicate.

Manual input fell 85% after the Zoho workflow distinguished a contact from a new inquiry and a repeated delivery, protecting customer history.

-85% Manual Record Entry · 71% → 95% Complete First-Pass Records · Duplicate Creation 8% → <1% · 6-Week Automation Rollout

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Workflow Automation · Revenue team

“Poor leads” wasn’t useful enough feedback

Usable feedback rose from 38% to 89% after HubSpot outcomes became consistent, current and traceable to campaign decisions.

38% → 89% Usable Sales Feedback · 3 Campaign Changes Triggered · 4 Hours/Week Manual Compilation Removed · 10-Week Feedback Loop Rebuild

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Workflow Automation · Operations team

Approval shouldn’t depend on finding the right chat

Median approval time fell from three and a half days to one and a half, with owners, exceptions and authorized decisions recorded.

3.5 Days → 1.5 Days Approval Time · -62% Overdue Requests · 100% of Completed Approvals With a Visible Decision Record · 8-Week Workflow Redesign

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AI Marketing · Content team

Getting multilingual AI drafts through editorial review

Editors spent less time repairing AI drafts: approved-content time fell from six hours to three and a half, with language-specific guidance and human review.

6 Hours → 3.5 Hours Brief-to-Approved Draft · 42% → 68% First-Review Acceptance · 100% Human Approval Before Publication · 8-Week Multilingual Pilot

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AI Marketing · Paid media team

Twelve campaign hypotheses, beyond “save time”

The team tested twelve genuinely different campaign ideas, producing three useful decisions instead of another collection of cosmetic ad variations.

5 → 12 Distinct Hypotheses Tested · 3 Tests Produced Useful Decisions · Best Validated Variant +18% Qualified Conversion Rate · 10-Week Creative Testing Program

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AI Marketing · Growth researcher

Research you can question, not just read

Research briefs took seven hours instead of twelve, with source links and conflicting evidence kept visible for the leadership decision.

12 Hours → 7 Hours Brief Preparation · 100% Source Traceability for Material Claims · 2 Unsupported Assumptions Caught Before Presentation · 6 Research Cycles

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AI Marketing · Lifecycle team

Personalization without a production bottleneck

A controlled pilot improved conversions by 14% while reducing production time, using a limited set of customer journeys the team could maintain.

+14% conversions vs control · -35% Production Time · 100% of Messages Passed Editorial Review · 12-Week Personalization Pilot

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AI Marketing · Leadership team

Checking the figures before trusting an AI explanation

First-draft analysis time halved across eight reports, with calculations checked and explanations kept separate from confirmed facts.

3 hours → 90 minutes first-draft analysis time · 100% Checked Material Figures · Documented Uncertainty in Every Final Summary · Named Next Action in Every Report · 8 Weekly Reporting Cycles

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