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Path2Acquisition Data Flow

Source: New Employee Back-Office Orientation (2025-08), Page 2 Diagram

This document explains the complete Path2Acquisition solution flow, from client onboarding through response analysis.


Flow Diagram Overview

The Path2Acquisition system processes data through several major stages:

┌─────────────┐   ┌─────────────┐   ┌─────────────┐   ┌─────────────┐
│   CLIENT    │ → │    DATA     │ → │  MODELING   │ → │  DELIVERY   │
│   INTAKE    │   │  PROCESSING │   │  & SCORING  │   │  & RESULTS  │
└─────────────┘   └─────────────┘   └─────────────┘   └─────────────┘

Stage 1: Client Intake & Order Entry

Client Hierarchy

Broker
  └── Client
        └── Brand
              ├── Parent
              │     └── Title ←── House File (via SFTP)
              └── Sibling
TermDefinition
BrokerList broker who represents the client
ClientThe company purchasing prospecting services
BrandA brand within the client’s portfolio
TitleA specific catalog or mailing program (e.g., “McGuckin Hardware”)
Parent/SiblingRelated titles within the same brand family
House FileClient’s existing customer database

Order Process

  • Order initiates the campaign
  • Order App manages order entry and configuration
  • Order Processing validates and routes the order

Transaction Types

TypeDescription
Complete/ReplacementFull file refresh replacing previous data
IncrementalNew transactions added to existing data

Stage 2: Data Ingestion & Processing

House File Processing

House File → CASS → Convert → Transactions → Data Attributes
                ↓
           DPV, DPBC
ProcessPurpose
CASSCoding Accuracy Support System - standardizes addresses
DPVDelivery Point Validation - confirms address deliverability
DPBCDelivery Point Bar Code - adds postal barcodes
NCOANational Change of Address - updates moved addresses
ConvertTransforms data into standard format and layout

Transaction Storage

  • Transactions stored in JSON format
  • Title Key links transactions to specific titles
  • Data Tools provide processing utilities

Data Enrichment

  • BIGDBM - External data provider for additional attributes
  • Data Attributes - Enhanced consumer data points

Stage 3: Digital Data Integration

First-Party Data Sources

Site Tag ─┬─ Cookie
          └─ Pixel
              ↓
         Site Visitors → Extract → Individuals → Identities
              ↑
    Hashed Email (HEM)
    ├── MD5
    ├── SHA-1
    └── SHA-2
SourceDescription
Site TagJavaScript tracking code on client websites
CookieBrowser-based visitor identification
PixelImage-based tracking for email/web
Site VisitorsAggregated visitor behavior data
Hashed Email (HEM)Privacy-safe email identifiers
First-Party DataData collected directly by the client

Identity Resolution

  • Extract process with CPRA compliance blocks
  • Links digital Individuals to postal Identities
  • Bridges online behavior to offline marketing

Stage 4: Householding

Process Flow

Individuals → Householding → Households File → Preselect
                  ↓
        ┌────────┴────────┐
        ↓                 ↓
   Addresses           Names
        ↓                 ↓
      DMA            Deceased
                      Pander
ProcessPurpose
HouseholdingGroups individuals into household units
DMADirect Marketing Association preference processing
DeceasedRemoves deceased individuals
PanderRemoves those on “do not contact” lists
Households FileMaster file of valid households with IDs

Output Branches

  • Digital Solutions - For digital channel delivery
  • Other Products - Path2Contact, Path2Optimize, etc.
  • License Files - Data licensing arrangements

Stage 5: Title Responders & BERT

Title Responders

Identifies individuals who have responded to specific titles (catalogs/mailings).

BERT System

Order → BERT → Variables → Modeling
         ↑
    Order App
    Order Processing

BERT (Base Environment for Re-tooled Technology) is the unified backend application platform that consolidates internal tools (Order App, Data Tools, Dashboards, Response Analysis) into a single application. Within the Path2Acquisition flow, BERT:

  • Manages order entry and processing (via Order App module)
  • Generates modeling variables
  • Feeds the scoring engine

Stage 6: Preselect & Universe Building

Preselect Process

Households File → Preselect → Universe
                      ↓
              ┌───────┴───────┐
              ↓               ↓
          Responder       Prospect
TermDefinition
PreselectDefines the available universe for selection
UniverseTotal pool of potential mail recipients
ResponderSomeone who has responded to the title before
ProspectSomeone who has not yet responded to the title

Synergistic Titles

Identifies related titles whose responders might respond well to the target title.

Example:

  • Title: McGuckin Hardware
  • Synergistic Titles: Home Depot, Lowes
  • Question: What other titles would buyers of McGuckin also purchase from?

Suppressions

SuppressionMeaning
DNMDo Not Mail - complete mail suppression
DNRDo Not Rent - cannot rent this name to others
OmitsSpecific records to exclude
SuppressionsCategorical exclusions

Stage 7: Modeling & Scoring

Model Types

Variables → Modeling → Score File
               ↓
        ┌──────┴──────┐
        ↓             ↓
    Affinity     Propensity
Model TypePurpose
AffinityLikelihood to be interested in product category
PropensityLikelihood to respond to specific offer

Score File Output

  • Segments - Grouped by score ranges (deciles, quintiles)
  • Used to prioritize mail recipients by predicted response

Stage 8: Fulfillment

Process Flow

Score File → Fulfillment → Fulfillment File → Shipment
                 ↓
              Nth-ing
TermDefinition
FulfillmentPreparing the final mail file
Nth-ingStatistical sampling (every Nth record) for testing
Fulfillment FileFinal file ready for production

Stage 9: Shipment & Merge/Purge

Shipment to Service Bureau

Fulfillment File → Shipment → Service Bureau → Mail File
                                    ↓
                              Merge / Purge
                              ┌─────┴─────┐
                              ↓           ↓
                            Hits        Nets
TermDefinition
Service BureauThird-party mail production facility
Merge/PurgeCombines lists and removes duplicates
HitsRecords that matched (duplicates found)
NetsUnique records after deduplication
Computer ValidationFinal address verification

Merge Cutoff

The deadline for including names in the mailing. After this date, the file is locked for production.

Mail File Components

ComponentPurpose
KeycodeUnique identifier for tracking response source
Lists of ListsSource attribution for each name
MultisNames appearing on multiple lists

Stage 10: Mailing

Output

Mail File → In-House / In-Home → Mailing
                                    ↓
                               Mail Date
TermDefinition
In-HouseMailing arrives at household
In-HomeConsumer has opened/seen the mailing
Mail DateDate the mailing enters the postal system

Stage 11: Response Analysis

Tracking Response

Mailing → Transaction → Response Analysis → Results
              ↓                                 ↓
          Response                    ┌────────┴────────┐
              ↓                       ↓                 ↓
         Match Back            Response Rate      Client Results
                               & RR Index

Match Back Process

Links responses (purchases) back to the original mailing to measure effectiveness.

Key Metrics

MetricDescription
Response RatePercentage of recipients who responded
RR IndexResponse rate indexed against baseline
AOVAverage Order Value
$ Per BookRevenue generated per catalog mailed
$ / Book IndexRevenue indexed against baseline

Final Output

  • Client Results - Performance report for the client
  • Recommendation - Guidance for future mailings

Campaign Timeline Summary

Order → [Weeks] → Merge Cutoff → [Weeks] → Mail Date → [Months] → Results
         ↑                                                           ↓
         └───────────────── Campaign Cycle ──────────────────────────┘
                              (Many Months)
PhaseDuration
Order to Merge CutoffVaries (planning, data prep)
Merge Cutoff to Mail DateWeeks (production)
Mail Date to ResultsSeveral months (response window)
Full CampaignMany months

System Components Reference

SystemFunction
BERTBase Environment for Re-tooled Technology - unified backend application platform
Order AppOrder entry and management (module within BERT)
Data ToolsData processing utilities (module within BERT)
DashboardsReporting and analytics (module within BERT)
BIGDBMExternal data enrichment provider