Technical case studies
Lifecycle systems, broken down by architecture.
These are the implementation-level studies behind the larger lifecycle work: customer state, activation milestones, segmentation, attribution, automation, and revenue paths.Full case studies
The broader business rebuilds.
How I Rebuilt Zendrop's Lifecycle Program Into a $700K+ Revenue Channel
The full lifecycle rebuild across onboarding, education, webinars, promotions, retention, segmentation, reporting, and CRM infrastructure.
PPA TourHow I Built PPA Tour's Email Program Into a Scalable Tournament Revenue Channel
The original PPA Tour program across tournament promotion, Customer.io, player segmentation, TopTip education, sponsor inventory, and attribution.
All technical and growth studies
The systems behind the work.
These write-ups live in the blog for SEO and education, but they are case studies by structure: business problem, architecture, implementation, tradeoffs, and measurement where the data exists.Replacing Delighted With an Owned, Multi-Product NPS Infrastructure
A technical lifecycle case study on replacing Delighted with owned NPS infrastructure across borrower feedback, practice feedback, Checkout feedback, suppression, routing, response records, and reporting.
Technical Case StudyDesigning an AI-Powered Modular Email Assembly Platform for Regulated Lifecycle Marketing
A product and systems-design case study on approved content atoms, layouts, borrower traits, AI-assisted selection, approval controls, audit logs, testing, and regulated lifecycle personalization.
Technical Case StudyBuilding an AI Sales Intelligence Platform for 77 Reps and 23,000 Prospects
A technical product case study on AI reply classification, human approval, CRM context, retrieval from Gong and HubSpot history, multi-signal lead scoring, outbound generation, and territory intelligence.
Technical Case StudyBuilding Zendrop's Promotional Revenue System Across Email, SMS, Landing Pages, and In-App Messaging
A technical lifecycle case study on turning Zendrop promotions into a coordinated revenue system across audience eligibility, offer assignment, email, SMS, landing pages, in-app placements, purchase suppression, and reporting.
Technical Case StudyDesigning a Demo Booking and Attendance System for Scratch's B2B Sales Motion
A lifecycle architecture case study on using HubSpot workflows, contact properties, sales ownership, demo-state management, reminders, attendance logic, and follow-up paths around Scratch's B2B demo motion.
Technical Case StudyRecovering Abandoned Kajabi Checkouts With ActiveCampaign and Behavioral Lifecycle Automation
A lifecycle case study on using Kajabi checkout behavior, ActiveCampaign product-specific journeys, UTM tracking, Google Analytics, and purchase suppression to recover abandoned Med School Headquarters checkouts.
Technical Case StudyProtecting Deliverability During Zendrop's ActiveCampaign-to-HubSpot Migration
A technical migration case study on sending domains, DNS authentication, audience risk segmentation, warm-up sequencing, duplicate-send prevention, suppression logic, and revenue-critical lifecycle continuity.
Technical Case StudyDesigning a 160-Mile Geo-Targeted Tournament Promotion System for Pickleball.com
A lifecycle case study on using subscriber location and tournament location to build about 160-mile regional audiences for Pickleball.com and PPA Tour tournament promotion.
Technical Case StudyBuilding an Interest-Based Sales Nurture System Without Lead Magnets
A lifecycle marketing case study on using email clicks, page views, ActiveCampaign tags, interest profiles, and education-first journeys to nurture Med School Headquarters prospects without traditional lead magnets.
Technical Case StudyHow I Accidentally Built an Email Newsletter Into One of Pickleball's Largest Owned Media Channels
A growth and lifecycle case study on creating Pickleball.com's Tips of the Week newsletter, a weekly instructional video franchise that grew into an owned media channel with about 16,000 clicks per week and sponsor demand.
Technical Case StudyDesigning a Product-Qualified Lead Routing System Using Shopify Revenue Signals
A technical lifecycle case study on using Shopify revenue signals, Zendrop product events, CRM ownership assignment, sales notifications, rep-based email and SMS, lifecycle stage updates, and nurture suppression to route Product Qualified Leads.
Technical Case StudyDesigning Behavior-Based Onboarding Around Leading Indicators of Retention
A technical lifecycle case study on redesigning Zendrop onboarding around retained-customer behavior, activation milestones, customer state, and trial-to-paid conversion.
Technical Case StudyBuilding a State-Aware Evergreen Nurture System
A technical case study on using customer attributes, behavioral branching, and dynamic CTA blocks to reinforce Zendrop activation milestones after onboarding.
Technical Case StudyRecovering Abandoned Affiliate Trial Signups With Lifecycle Automation
How Zendrop recovered abandoned affiliate trial signups by capturing intent before payment friction, preserving attribution, and rebuilding trust through lifecycle automation.
Technical Case StudyBuilding a Research-Led Education Engine Before Black Friday
A technical lifecycle case study on using Typeform research, customer pain points, Q4 proof, and a multi-phase education campaign before Zendrop's Black Friday offer.
Technical Case StudyRebuilding a Webinar Funnel From Registration to Revenue
A technical lifecycle case study on rebuilding Zendrop's webinar funnel across registration, reminders, SMS, attendance paths, replay, offer sequencing, urgency, purchase conversion, and exit logic.
Lifecycle EngineeringHow I Used AMPscript to Dynamically Render the Correct Financing Offer in Salesforce Marketing Cloud
A technical case study on using AMPscript in Salesforce Marketing Cloud to select the right financing offer and render dynamic payment messaging.
Lifecycle EngineeringBuilding Custom Journey Exit Logic in Salesforce Marketing Cloud
How to build custom Journey Builder exit logic with Automation Studio SQL, shared IDs, and contact attributes when conversion data lives elsewhere.
Lifecycle EngineeringBuilding Location-Aware Email Personalization with Liquid and Customer.io Collections
How to use Customer.io Collections and Liquid to render location-aware tournament recommendations without dozens of campaign branches.
Lifecycle EngineeringUsing HubSpot Custom Code Actions to Build Intelligent Referral Matching
How HubSpot custom code actions, CRM search, confidence scoring, and routing can match patient referrals to the right clinic record.
Lifecycle EngineeringBuilding a Scalable Reporting Pipeline in Salesforce Marketing Cloud
How to design a Salesforce Marketing Cloud reporting pipeline with SQL transformations, cached dashboards, and A/B test analysis.