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Virtual DBS Penetration Analysis Example B2C V-Profiler
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Waterfall Report Geofootprint Consumer Universe Count: 2,992,494 Total Client Count: 6,823 Deliverable Addresses: 6,623 Unique Client Records: 5,135 Unique Appends: 3,669 Unique Match Rate: 71% Matching to Demographics: A waterfall report in this context is a summary of what occurs with customer records as they go through the enhancement process (match and append demographics from out multi-source data files). Only matched records can be included in the profiling. For this project, we loaded all customer records and succeeded in matching-and-appending demographics to a statistically significant amount of records, producing strong statistical reliability within the profile. Sample Comparison: The defined universe is based on a GeoFootprint, dynamically created from your customer base. This GeoFootprint is based on statistically significant SCFs with at least 5 populated records. Interpreting the Report: In the following charts Green Bars are a "Go" and indicate significant over-penetration of customers (index values > 115). Yellow bars are "Cautionary" as they represent slight over-penetration (index values 85-115) yet may be very important predictors when they are combined with other demographics. Red bars are a "Stop" (index values <85) as they represent areas of under-penetration within the market and do not discriminate customer characteristics from a Consumer Universe. vProfiler version 1.8.9
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Distribution: This map depicts the geographical representation of your customers based on their geo-footprint provided in the processed file. Heat Map Report
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Targeted Heat Map Report This map depicts the geographical representation of your customers based on their geo-footprint provided in the processed file. Distribution:
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Region East North Central: IL, IN, OH, MI, & WI East South Central: AL, KY, MS, & TN Middle Atlantic: NJ, NY, & PA Mountain: AZ, CO, ID, MT, NV, NM, UT, & WY New England: CT, ME, MA, NH, RI, & VT Pacific: AK, CA, HI, OR, & WA South Atlantic: DE, FL, GA, MD, NC, SC, VA, DC, & WV West North Central: IA, KS, MN, MO, NE, ND, & SD West South Central: AR, LA, OK, & TX
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County
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Age Description
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Household Type
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Gender
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Marital Status
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Ethnicity
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Household Income
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Wealth Rating
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Level of Education
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Presence of Children
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Number of Children (When Present)
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Length of Residence
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Homeowner Status
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Dwelling Type
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Assessed Median Home Value
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Mail Responder
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Donor Behavior
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Interests
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GeoVector 3313 - Urban: Autumns, High Income, Families 3323 - Suburban: Autumns, High Income, Families 2323 - Suburban: Summers, High Income, Families 3311 - Urban: Autumns, High Income, Singles 2313 - Urban: Summers, High Income, Families 3321 - Suburban: Autumns, High Income, Singles 2311 - Urban: Summers, High Income, Singles 4313 - Urban: Winters, High Income, Families 3312 - Urban: Autumns, High Income, Couples 2221 - Suburban: Summers, Middle Income, Singles
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GeoVector Descriptions Springs Urban Springs are made up of younger 18 - 24 year olds who reside in Urban areas with lower levels of annual income under $40,000, or mid level income levels in the range of $40,000 - $74,999, or higher levels of annual income in the $75,000+ range and are comprised of singles, couples and families. Suburban Springs are made up of younger 18 - 24 year olds who reside in suburban areas with lower levels of annual income under $40,000, or mid level income levels in the range of $40,000 - $74,999, or higher levels of annual income in the $75,000+ range and are comprised of singles, couples and families. Rural Springs are made up of younger 18 - 24 year olds who reside in rural areas with lower levels of annual income under $40,000, or mid level income levels in the range of $40,000 - $74,999, or higher levels of annual income in the $75,000+ range and are comprised of singles, couples and families. Summers Urban Summers are made up of prime age 25 - 44 year olds who reside in Urban areas with lower levels of annual income under $40,000, or mid level income levels in the range of $40,000 - $74,999, or higher levels of annual income in the $75,000+ range and are comprised of singles, couples and families. Suburban Summers are made up of prime age 25 - 44 year olds who reside in suburban areas with lower levels of annual income under $40,000, or mid level income levels in the range of $40,000 - $74,999, or higher levels of annual income in the $75,000+ range and are comprised of singles, couples and families. Rural Summers are made up of prime age 25 - 44 year olds who reside in rural areas with lower levels of annual income under $40,000, or mid level income levels in the range of $40,000 - $74,999, or higher levels of annual income in the $75,000+ range and are comprised of singles, couples and families. Autumns Urban Autumns are made up of middle age 45 - 64 year olds who reside in Urban areas with lower levels of annual income under $40,000, or mid level income levels in the range of $40,000 - $74,999, or higher levels of annual income in the $75,000+ range and are comprised of singles, couples and families. Suburban Autumns are made up of middle age 45 - 64 year olds who reside in suburban areas with lower levels of annual income under $40,000, or mid level income levels in the range of $40,000 - $74,999, or higher levels of annual income in the $75,000+ range and are comprised of singles, couples and families. Rural Autumns are made up of midde age 45 - 64 year olds who reside in rural areas with lower levels of annual income under $40,000, or mid level income levels in the range of $40,000 - $74,999, or higher levels of annual income in the $75,000+ range and are comprised of singles, couples and families. Winters Urban Winters are made up of mature age 65+ year olds who reside in Urban areas with lower levels of annual income under $40,000, or mid level income levels in the range of $40,000 - $74,999, or higher levels of annual income in the $75,000+ range and are comprised of singles, couples and families. Suburban Winters are made up of mature age 65+ year olds who reside in suburban areas with lower levels of annual income under $40,000, or mid level income levels in the range of $40,000 - $74,999, or higher levels of annual income in the $75,000+ range and are comprised of singles, couples and families. Rural Winters are made up of mature age 65+ year olds who reside in rural areas with lower levels of annual income under $40,000, or mid level income levels in the range of $40,000 - $74,999, or higher levels of annual income in the $75,000+ range and are comprised of singles, couples and families.
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Example: B2C VProfiler Plus Next Steps... Scoring and VProfiler Plus Example VProfiler Deliverable Included Below
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Example: VProfiler-Plus Predictive Drivers Example VProfiler Deliverable Investments
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Example: VProfiler-Plus Model Performance and Validation Model performance indicates that deciles 1-4 have the greatest lift. Detection of seeds suggests that mailing to 20% of the top scoring records would yield a probability of capturing 60% of responders, while mailing to 30% of the list would yield a probability of capturing nearly 70% of responders in top 2 probability tiers Model Scoring Validation Gains Table Demi - DecileRandom Validation Lift Prospect Selection 5%1 5.21 Deciles 1-4 10%1 4.51 15%1 3.83 20%1 3.37 25%1 2.98 30%1 2.67 35%1 2.42 40%1 2.22 45%1 2.05 Deciles 5-8 50%1 1.90 55%1 1.77 60%1 1.65 65%1 1.54 70%1 1.45 75%1 1.36 80%1 1.29 85%1 1.22 Deciles 9-10 90%1 1.16 95%1 1.11 100%1 1.05 Example VProfiler Deliverable
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Scored Records from Probability Demi-Tier 1 by Percentile List Selection (Top 10%) Percentile within Demi Prob. Tier 1Prospects Counts In House Prospect % Customer Count Customer % Penetration Index (C%/P%) 1%32,18510%3,36421%200 2%30,06810%2,48215%158 3%30,50810%2,04313%128 4%30,87010%1,68110%104 5%31,05710%1,4949%92 6%31,28810%1,2638%77 7%31,44010%1,1107%68 8%31,50810%1,0436%63 9%31,63610%9156%55 10%31,644 10% 9106%55 Example: VProfiler-Plus Scoring Validation Counts by Top 10% of Scored Data Example VProfiler Deliverable
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Example: VProfiler-Plus Model and VDBS Scored Prospects Random Sample Bottom 10% Sample Data (Probability Tier 10 Least Likely) First Age Description Household IncomeGender Marital Status Length of Residence Presence of Children EthnicityGeoVector Top 10 Percent LuciaB: 25-34$125,000 - $149,999FemaleMarriedC. 3-5 YearsYesC. Caucasian Suburban: Summers, High Income, Families 10% ShellyC: 35-44 $100,000 - $124,999FemaleMarriedC. 3-5 YearsYesC. Caucasian Suburban: Summers, Middle Income, Families 10% ChristyB: 25-34 H: $100,000 - $124,999FemaleMarriedE. 8-10 YearsYesZ. Unknown Suburban: Summers, High Income, Families 10% GwenC: 35-44$50,000 - $74,999FemaleSingleC. 3-5 YearsYesC. Caucasian Suburban: Summers, Middle Income, Families 10% MelissaC: 35-44$150,000 and overFemaleMarriedC. 3-5 YearsYesZ. Unknown Suburban: Summers, High Income, Families 10% LindsayB: 25-34$75,000 - $99,999FemaleSingleD. 6-7 YearsYesC. Caucasian Suburban: Summers, High Income, Families 10% FirstAge DescriptionHoushold IncomeGender Marital Status Length of Residence Presence of Children EthnicityGeoVector Bottom 10 Percent NagwaD: 45-54 $29,000 - $39,999MaleMarriedE. 8-10 YearsUnknownZ. Unknown Urban: Autumns, High Income, Couples 10% BensonE: 55-64$50,000 - $74,999MaleSingleZ. UnknownUnknownZ. Unknown Suburban: Autumns, High Income, Singles 10% DavidE: 55-64$75,000 - $99,999MaleSingleE. 8-10 YearsUnknownC. Caucasian Urban: Autumns, High Income, Singles 10% BennieruthF: 65-74 $75,000 - $99,999MaleSingleE. 8-10 YearsUnknownZ. Unknown Suburban: Winters, High Income, Singles 10% FidelD: 45-54$50,000 - $74,999MaleSingleZ. UnknownUnknownZ. Unknown Suburban: Autumns, Middle Income, Singles 10% CharlesE: 55-64 $39,000 - $49,999MaleSingleF. 11-14 YearsUnknownZ. Unknown Urban: Autumns, Middle Income, Singles 10% Example: VProfiler-Plus Model and VDBS Scored Prospect Random Sample Top 10% Sample Data (Probability Tier 1 Most Likely) Example VProfiler Scoring Deliverable
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End Example Virtual DBS B2C VProfiler-Plus Scoring Report Next Steps: Score Universe of Prospects Select Top Scoring Records Develop Campaign Strategies Track and Evaluate
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