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Virtual DBS VProfile Penetration Analysis Company XYZ Nationwide B2B Profile
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Waterfall Report GeoFootprint Business Universe Count:20,965,579 Total Client Count:251,652 Deliverable Addresses:251,556 Unique Client Records:139,426 Unique Appended Count:79,046 Unique Match Rate:57% Records Used In Profile:73,065 Matching to Firmagraphics: 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 firmagraphics from our 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 nationwide universe dynamically created from your customer base. This universe is based on statistically significant SIC4 Codes. 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 firmagraphics. 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 1.5.4
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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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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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SIC Division
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Annual Sales
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Employee Ranges
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Business Type
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Location Type
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Years In Business
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Chain, Franchise, SOHO
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Minority, Women, or Government Owned
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BizVectors
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2-Digit SIC Code Top 12 RankSIC CodeSIC DescriptionPercentUniverse PercentIndex 182Educational Services56.17%1.28%4,388 283Social Services18.71%1.92%976 386Membership Organizations8.52%3.55%240 473Miscellaneous Business Services3.77%25.51%15 580Health Services1.47%4.34%34 687Engineering, Management Services1.05%5.32%20 779Amusement Recreation Services0.96%1.70%57 865Real Estate0.81%4.28%19 956Apparel Accessories Stores0.76%0.97%78 1017Special Trade Contractors0.72%6.42%11 59Miscellaneous Retail Stores0.63%4.05%16 1289Miscellaneous Services0.43%2.07%21
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4-Digit SIC Code Top 12 RankSIC CodeSIC DescriptionPercentUniverse PercentIndex 18211Elementary and Secondary Schools52.18%0.69%7,612 28351Child Day Care Services16.34%0.87%1,887 38661Religious Organizations5.24%1.86%282 47389Business Services, NEC3.33%21.94%15 58641Civic and Social Associations2.59%0.88%295 68322Individual and Family Services1.73%0.75%232 78299Schools and Educational Services1.50%0.32%471 88231Libraries1.34%0.09%1,466 98221Colleges and Universities0.76%0.11%691 105699Miscellaneous Apparel and Accessories0.44%0.25%173 118999Services, NEC0.43%2.07%21 128699Membership Organizations, NEC0.41%0.53%76
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8-Digit SIC Code Top 12 RankSIC CodeSIC DescriptionPercentUniverse PercentIndex 18211-0300Public Elementary and Secondary Schools24.23%0.21%11,501 28351-0000Child Day Care Services11.61%0.74%1,565 38211-0000Elementary and Secondary Schools8.33%0.14%5,946 48211-0303Public Elementary School7.43%0.04%20,474 57389-0000Business Services, NEC2.92%19.84%15 68211-0302Public Combined Elementary and Secondary School2.63%0.03%9,115 78351-9905Preschool Center2.63%0.06%4,223 88641-9904Parent-teachers' Association1.57%0.02%9,869 98211-0200Private Elementary and Secondary Schools1.51%0.04%4,102 108211-9905School Board1.41%0.01%11,203 118231-0000Libraries1.24%0.08%1,460 128661-0100Churches, Temples, and Shrines1.21%0.56%216
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End: Virtual DBS Vprofile Penetration Analysis Next Steps...
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Predictive Driver Highlights: Sales Range are most likely to be $500k to $24.99 mm (~9%) with 31% of companies having sales ranges $500k to $4.99mm The top cities are Grafton, Menomonee Falls, Milwaukee, New Berlin, Pewaukee, and Saint Francis accounting for ~15%. SIC Division are mostly likely to be Services (~40%), Legal Services (~18%) along with Finance Insurance, and Real Estate (~13%) Employee Size Ranges are more likely to be 5 to 249 (~64%) along with 50% of customers having less than 50 employees SIC 2 Descriptions tend to be Engineer, Management Services (~8%), Legal Services (~8 %), Wholesale Trade & Miscellaneous Business Services (~6%) along with Real Estate and Machinery Except Electrical (~5%) Years in Business tend to be 11+ (~63%) Example Model Predictive Drivers Example Slide to Illustrate Possible Predictive Scoring
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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 ~ 90% of customers. Model Lift Performance by Demi-Deciles Model Gains Performance by Demi-Deciles Example Model Performance and Validation Model Scoring Validation Gains Table Demi - DecileRandom Validation Lift Prospect Selection 5%1 20.00 Deciles 1-4 10%1 11.83 15%1 7.33 20%1 5.74 25%1 4.74 30%1 3.94 35%1 3.22 40%1 2.80 45%1 2.44 Deciles 5-8 50%1 2.17 55%1 1.96 60%1 1.78 65%1 1.63 70%1 1.52 75%1 1.41 80%1 1.32 85%1 1.25 Deciles 9-10 90%1 1.18 95%1 1.11 100%1 1.05 Example Slide to Illustrate Possible Predictive Scoring
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Example Final Model Validation Probability Tier Score Probability TierCustomersCustomer PercentageProspectsProspect PercentageIndex 1 (Best)24776.2%4,6809.4%814 24112.7%4,4268.9%143 3278.3%5,47110.9%76 441.2%4,6979.4%13 510.3%5,13110.3%3 610.3%5,72711.5%3 710.3%4,8999.8%3 820.6%1,6523.3%19 9 0 0.0%8,09316.2%0 10 (Worst) 0 0.0%5,22410.4%0 Total324100.0%50,000100.0% Top Decile 1 captures 75% with seeds. Example Slide to Illustrate Possible Predictive Scoring
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Example Full Universe Validation Probability Tier Score Probability TierCustomersCustomer PercentageProspectsProspect PercentageIndex 1 (Best)24776.2%31,9659.4%809 24112.7%30,5499.0%141 3278.3%37,62511.1%75 441.2%31,9889.4%13 510.3%34,46610.2%3 610.3%38,97111.5%3 710.3%32,6369.6%3 820.6%11,3713.4%18 9 00.0%54,50416.1%0 10 (Worst) 00.0%35,32510.4%0 Total324100.0%339,400100.0% Top Decile 1 captures 75% with seeds. Example Slide to Illustrate Possible Predictive Scoring
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Example Virtual DBS Prospect Sample Data: Top 10% (Probability Tier 1) Example Virtual DBS Prospect Sample Data: Middle 10% (Probability Tier 5) Example Virtual DBS Prospect Sample Data: Bottom 10% (Probability Tier 10) CompanyCityStateRegionSIC DivisionSIC4DescriptionSales Range Employee Size RangeYears In Business A Plus CleaningChicagoILEast North Central ServicesRepair Services, NECUnder $500,0001 to 43-5 years Grocke Culinary Services LLCTwin LakesWIEast North CentralRetail TradeEating PlacesUnder $500,0001 to 43-5 years J Schmidt IncWaterfordWIEast North CentralNon classified EstablishmentsNon classifiable EstablishmentsUnder $500,0001 to 43-5 years Ryan S BannermanWisconsin RapidsWIEast North CentralNon classified EstablishmentsNon classifiable EstablishmentsUnder $500,0001 to 43-5 years Douglas BrueggenRiponWIEast North CentralNon classified EstablishmentsNon classifiable EstablishmentsUnder $500,0001 to 43-5 years CompanyCityStateRegionSIC DivisionSIC4DescriptionSales Range Employee Size RangeYears In Business Peters & Associates ScBrookfieldWIEast North CentralServicesAccounting, Auditing, and Bookkeeping $1,000,000 to $4,999,99910 to 1911-15 years Wenco Of West Bend IncWest BendWIEast North CentralManufacturingSpecial Dies, Tools, Jigs, and Fixtures $500,000 to $999,9995 to 941-50 years Maelstrom Tech Solutions LLCBrookfieldWIEast North CentralServicesBusiness Services, NEC $500,000 to $999,9995 to 96-10 years University Accounting Services LLCNew BerlinWIEast North CentralServicesAccounting, Auditing, and Bookkeeping $5,000,000 to $9,999,99950 to 996-10 years Gendlin Liverman & Rymer IncMilwaukeeWIEast North CentralServicesLegal Services $1,000,000 to $4,999,99920 to 4921-30 years CompanyCityStateRegionSIC DivisionSIC4DescriptionSales Range Employee Size RangeYears In Business Dental OfficeChicagoILEast North CentralServicesOffices and Clinics of DentistsUnder $500,00010 to 196-10 years Sperry Hill Capital Group LLCWilliams BayWIEast North CentralServicesBusiness Services, NECUnder $500,0001 to 43-5 years White River ArtWautomaWIEast North CentralServicesServices, NECUnder $500,0001 to 4 21-30 years Quarry Park AptsMadisonWIEast North Central Finance, Insurance, and Real EstateApartment Building OperatorsUnder $500,0001 to 42 years Signature Real EstateMadisonWIEast North Central Finance, Insurance, and Real EstateReal Estate Agents and ManagersUnder $500,0001 to 416-20 years Example Slide to Illustrate Possible Predictive Scoring
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End: Example B2B Propensity Scoring Model Results XYZ Company – Legal, Accounting & Real-Estate Clients Next Steps: Score Universe of Prospects Select Top Scoring Records Develop Campaign Strategies Track and Evaluate Example Slide to Illustrate Possible Predictive Scoring
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